/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20260107_203109/task13_meeting_action_items/openrouter-qwen-qwen3-coder/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: a5096836 Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 146 models to OpenCode configuration Added openrouter standard provider with 347 models to OpenCode configuration Set default model to openrouter/qwen/qwen3-coder Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md --- TASK BEGIN --- # Meeting Action Items Extraction for Michal You are analyzing meeting transcripts to extract action items specifically for a person named **Michal**. ## Input Files The `input/` directory contains JSON files with meeting transcripts. Each file has the following structure: - `title` - Meeting title - `timestamp` - Meeting date in ISO format - `raw_data.room_name` - Room/channel name - `raw_data.short_summary` - Brief summary - `raw_data.long_summary` - Detailed summary - `raw_data.transcript` - Full conversation transcript ## Your Task For each JSON file in the `input/` directory, extract **all action items assigned to or involving Michal**. Check for variations like "Michal", "michal", "Michael", "Micha��". ## Output Format Create corresponding JSON files in the current directory with the same names as the input files (e.g., `1.json`, `2.json`, etc.). Each output file must follow this exact schema: ```json { "action_items": [ {"action_item": "Description of task for Michal", "deadline": null}, {"action_item": "Another task with date", "deadline": "2025-12-20"}, {"action_item": "Task with datetime", "deadline": "2025-12-20T10:00:00"} ] } ``` ## Action Item Fields - **action_item**: A clear description of what Michal needs to do - **deadline**: Any mentioned deadline in ISO 8601 format (e.g., "2025-12-20" or "2025-12-20T10:00:00"), or null if not specified ## Important Guidelines - **Be conservative**. Only create an action item if you're sure it stems from the conversation and is clearly assigned to or involves Michal. - Include all commitments, tasks, and follow-ups for Michal that are explicitly mentioned in the meeting. - Deadlines must be in valid ISO 8601 format (date only like "2025-12-20" or full datetime like "2025-12-20T10:00:00") - If Michal has no action items in a meeting, return an empty action_items array: `{"action_items": []}` PS: You are currently working in an automated system and cannot ask any questions or have back and forth with a user. --- TASK END --- INFO 2026-01-07T20:48:53 +569ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-07T20:48:53 +2ms service=default directory=/app/input creating instance INFO 2026-01-07T20:48:53 +0ms service=project directory=/app/input fromDirectory INFO 2026-01-07T20:48:53 +5ms service=storage index=0 running migration ERROR 2026-01-07T20:48:53 +2ms service=storage index=0 failed to run migration INFO 2026-01-07T20:48:53 +1ms service=storage index=1 running migration INFO 2026-01-07T20:48:53 +7ms service=default directory=/app/input bootstrapping INFO 2026-01-07T20:48:53 +3ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-07T20:48:53 +40ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-07T20:48:53 +0ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-07T20:48:53 +27ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-07T20:48:54 +428ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [405.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-07T20:48:54 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-07T20:48:54 +10ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [2.00ms] stderr= done INFO 2026-01-07T20:48:54 +7ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-07T20:48:54 +3ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-07T20:48:54 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:48:54 +94ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [87.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-07T20:48:54 +3ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-07T20:48:54 +1ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-07T20:48:54 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-07T20:48:54 +620ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.9 installed opencode-anthropic-auth@0.0.5 14 packages installed [609.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-07T20:48:55 +37ms service=bus type=* subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=session.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=session.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=message.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-07T20:48:55 +0ms service=bus type=session.diff subscribing INFO 2026-01-07T20:48:55 +1ms service=format init INFO 2026-01-07T20:48:55 +0ms service=bus type=file.edited subscribing INFO 2026-01-07T20:48:55 +0ms service=lsp serverIds=deno, typescript, vue, eslint, oxlint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, fsharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, yaml-ls, lua-ls, php intelephense, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-01-07T20:48:55 +4ms service=bus type=command.executed subscribing INFO 2026-01-07T20:48:55 +51ms service=server method=POST path=/session request INFO 2026-01-07T20:48:55 +1ms service=server status=started method=POST path=/session request INFO 2026-01-07T20:48:55 +3ms service=session id=ses_465c7c4deffeJcyND9r6RAdsua version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-07T20:48:55.073Z time={"created":1767818935073,"updated":1767818935073} created INFO 2026-01-07T20:48:55 +2ms service=bus type=session.created publishing INFO 2026-01-07T20:48:55 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:48:55 +3ms service=server status=completed duration=11 method=POST path=/session request INFO 2026-01-07T20:48:55 +1ms service=server method=GET path=/config request INFO 2026-01-07T20:48:55 +0ms service=server status=started method=GET path=/config request INFO 2026-01-07T20:48:55 +1ms service=server status=completed duration=1 method=GET path=/config request INFO 2026-01-07T20:48:55 +5ms service=server 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service=provider init INFO 2026-01-07T20:48:55 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:55 +4ms service=bus type=session.updated publishing INFO 2026-01-07T20:48:55 +6ms service=bus type=session.status publishing INFO 2026-01-07T20:48:55 +0ms service=session.prompt step=0 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:48:55 +12ms service=provider providerID=openrouter found INFO 2026-01-07T20:48:55 +0ms service=provider providerID=opencode found INFO 2026-01-07T20:48:55 +0ms service=provider providerID=litellm found INFO 2026-01-07T20:48:55 +0ms service=provider status=completed duration=54 state INFO 2026-01-07T20:48:55 +7ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=true agent=title stream INFO 2026-01-07T20:48:55 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:48:55 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-07T20:48:55 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:48:55 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:48:55 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:48:55 +3ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:48:55 +24ms service=tool.registry status=started invalid INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:48:55 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:48:55 +1ms service=tool.registry status=started read INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=started grep INFO 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status=completed duration=3 write INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=completed duration=2 webfetch INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-07T20:48:55 +0ms service=tool.registry status=completed duration=5 bash INFO 2026-01-07T20:48:55 +1ms service=tool.registry status=completed duration=4 task INFO 2026-01-07T20:48:55 +14ms service=tool.registry status=completed duration=17 skill INFO 2026-01-07T20:48:55 +11ms service=session.prompt status=completed duration=58 resolveTools INFO 2026-01-07T20:48:55 +14ms service=bus type=message.updated publishing INFO 2026-01-07T20:48:55 +2ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=true agent=title stream INFO 2026-01-07T20:48:55 +0ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=true agent=title params={"options":{"reasoningEffort":"minimal"}} params INFO 2026-01-07T20:48:55 +4ms service=bus type=session.updated publishing INFO 2026-01-07T20:48:55 +2ms service=bus type=session.diff publishing INFO 2026-01-07T20:48:55 +8ms service=session.processor process INFO 2026-01-07T20:48:55 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:48:55 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-07T20:48:55 +0ms service=provider status=completed duration=0 providerID=openrouter getSDK INFO 2026-01-07T20:48:55 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:48:55 +2ms service=bus type=session.status publishing ERROR 2026-01-07T20:48:56 +804ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:48:56 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:48:58 +2150ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +161ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +11ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +208ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +103ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +91ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +171ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:58 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +194ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:48:59 +1ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:48:59 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +188ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +206ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:48:59 +303ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:00 +281ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:00 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:00 +674ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:01 +477ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:01 +27ms service=bus type=message.part.updated publishing I'll help you extract action items for Michal from the meeting transcripts. First, let me check what files are available in the input directory. INFO 2026-01-07T20:49:01 +85ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:01 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:01 +5ms service=session.summary title=Extracting Michal's action items title INFO 2026-01-07T20:49:01 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:01 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:01 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:01 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:01 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:01 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:49:01 +0ms service=session.prompt step=1 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop |  Bash List files in input directory ls: cannot access 'input/': No such file or directory INFO 2026-01-07T20:49:01 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:01 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:01 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:49:01 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:01 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:01 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:49:01 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started read INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:49:01 +1ms service=tool.registry status=started grep INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started write INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started task INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:49:01 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:49:01 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:49:01 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:49:01 +5ms service=session.processor process INFO 2026-01-07T20:49:01 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:01 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:01 +10ms service=bus type=session.status publishing ERROR 2026-01-07T20:49:01 +325ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:01 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:02 +759ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +38ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:02 +226ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:03 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:03 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:03 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:03 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:03 +1ms service=bus type=message.updated publishing Let me check the current directory structure to understand where the files might be located. |  Bash List all files in current directory total 788 drwxrwxr-x 2 cubbi cubbi 4096 Dec 16 22:37 . drwxr-xr-x 3 cubbi cubbi 4096 Jan 7 20:48 .. -rw-rw-r-- 1 cubbi cubbi 250738 Dec 16 22:37 1.json -rw-rw-r-- 1 cubbi cubbi 123251 Dec 16 22:37 2.json -rw-rw-r-- 1 cubbi cubbi 58323 Dec 16 22:37 3.json -rw-rw-r-- 1 cubbi cubbi 137871 Dec 16 22:37 4.json -rw-rw-r-- 1 cubbi cubbi 214784 Dec 16 22:37 5.json INFO 2026-01-07T20:49:03 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:03 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:49:03 +1ms service=session.prompt step=2 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:49:03 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:03 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:03 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:49:03 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:03 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:49:03 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started read INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:03 +1ms service=tool.registry status=started write INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started task INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:49:03 +1ms service=tool.registry status=completed duration=2 read INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-07T20:49:03 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:49:03 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:49:03 +3ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-07T20:49:03 +1ms service=session.processor process INFO 2026-01-07T20:49:03 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:03 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:03 +4ms service=bus type=session.status publishing ERROR 2026-01-07T20:49:03 +615ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:03 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:05 +2114ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:05 +181ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +195ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +189ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +124ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +69ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +183ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +6ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:06 +48ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:06 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:06 +137ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:06 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +173ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +184ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +186ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:07 +192ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:07 +227ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:07 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:08 +688ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:08 +8ms service=lsp file=/app/input/1.json touching file INFO 2026-01-07T20:49:08 +1ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/1.json read INFO 2026-01-07T20:49:08 +5ms service=bus type=message.part.updated publishing |  Read app/input/1.json INFO 2026-01-07T20:49:08 +179ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:08 +1ms service=bus type=message.updated publishing I see the JSON files are in the current directory, not in an "input/" subdirectory. Let me examine the first file to understand its structure. INFO 2026-01-07T20:49:08 +13ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:08 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:49:08 +0ms service=session.prompt step=3 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:49:08 +17ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:08 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:08 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:49:08 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:08 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:08 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:49:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:49:08 +1ms service=tool.registry status=started read INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started write INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started task INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:08 +1ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:49:08 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:49:08 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:49:08 +11ms service=session.processor process INFO 2026-01-07T20:49:08 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:08 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:08 +8ms service=bus type=session.status publishing INFO 2026-01-07T20:49:09 +417ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +117ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +5ms service=lsp file=/app/input/2.json touching file INFO 2026-01-07T20:49:09 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/2.json read INFO 2026-01-07T20:49:09 +3ms service=bus type=message.part.updated publishing |  Read app/input/2.json INFO 2026-01-07T20:49:09 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:09 +1ms service=bus type=message.updated publishing Now let me check the other files to understand their structure as well. INFO 2026-01-07T20:49:09 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:09 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:49:09 +0ms service=session.prompt step=4 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:49:09 +11ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:09 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:09 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:49:09 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:09 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:49:09 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:49:09 +1ms service=tool.registry status=started read INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started write INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started task INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:49:09 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-07T20:49:09 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-07T20:49:09 +7ms service=session.processor process INFO 2026-01-07T20:49:09 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:09 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:09 +3ms service=bus type=session.status publishing ERROR 2026-01-07T20:49:09 +38ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:09 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:13 +4052ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:13 +211ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +199ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +255ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +129ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +83ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:14 +0ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:14 +110ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:14 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:14 +101ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:15 +235ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:15 +766ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:15 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:15 +90ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:15 +5ms service=lsp file=/app/input/3.json touching file INFO 2026-01-07T20:49:15 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/3.json read INFO 2026-01-07T20:49:15 +3ms service=bus type=message.part.updated publishing |  Read app/input/3.json INFO 2026-01-07T20:49:16 +226ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:16 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:16 +0ms service=bus type=message.updated publishing Let me check one more file to get a better understanding of the data structure. INFO 2026-01-07T20:49:16 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:16 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:49:16 +0ms service=session.prompt step=5 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:49:16 +10ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:16 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:49:16 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:49:16 +1ms service=tool.registry status=started read INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started write INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started task INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:16 +1ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:49:16 +0ms service=tool.registry status=completed duration=1 webfetch INFO 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type=message.part.updated publishing INFO 2026-01-07T20:49:19 +23ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:19 +25ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:19 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:19 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:19 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:19 +186ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:19 +286ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:19 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:21 +1166ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:21 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:21 +13ms service=bus type=message.part.updated publishing |  Bash Search for mentions of Michal in all JSON files 1.json: "transcript": "Nik: Hey Igor, what's up?\nNik: Hey, Michal, how are you?\nmichal: I'm good.\nmichal: I'm good.\nNik: Good to hear.\nIgor: Joseph.\nNik: Hey Jose, how are you?\nJose: Hey there.\nJose: Can you hear me?\nNik: Yes.\nIgor: Yeah.\nNik: I'm adjusted being Matt to you.\nNik: Matthew.\nNik: I don't know if Juan is gonna be coming.\nNik: He was online 59 minutes ago.\nNik: I'm not sure if he's available.\nNik: Oh, he I think he's he posted something on yeah, so he is sick today.\nNik: So yeah let me just also do Hey everyone.\nMathieu: Yeah, sorry.\nMathieu: Let's go.\nMathieu: How do we start this one?\nNik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.\nMathieu: Yep, you just change something with your MIC gain.\nmichal: It gets it gets very loud.\nNik: Oh sorry, oh oh, I see.\nNik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.\nMathieu: Thank you for the string so here.\nNik: I'm sorry.\nNik: I didn't mean to do that.\nMathieu: I will go first very fast.\nMathieu: We got a meeting with Nick on Friday to confirm some stuff with Max.\nMathieu: On the part that concern my part is we want to have a way in the internal AI project to whitelist or blacklist some domain.\nMathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface.\nMathieu: So I showed that last week.\nMathieu: Um this is good enough for Max to to use the platform, therefore I'm going to fix uh to to make the the Vibecode uh better, uh like from scratch almost.\nMathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email.\nMathieu: So the solution doesn't work, but the\nMathieu: principles stay and the web uh UI stay, etc.\nMathieu: So It's just a matter of moving from Squid proxy to a SOX proxy.\nMathieu: I already did some analysis.\nMathieu: There is none that support SEL the way we want.\nMathieu: So Claude gave me a tiny implementation that fits just our case.\nMathieu: I'm going to double check that if there is not an open source solution easy to use instead.\nMathieu: I did the review of your tag, Nikita.\nMathieu: I think the pull request might be an merge.\nMathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection.\nNik: Oh.\nNik: Don't worry.\nMathieu: Uh that's it.\nMathieu: Uh that's for me.\nMathieu: Next one.\nMathieu: Under me I have Igor.\nMathieu: I have Igor.\nNik: Yeah, I'm gonna go last, just just so so you know.\nAngel: It can go outcome.\nIgor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector.\nIgor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed.\nIgor: Uh I think I already uh reported about uh what exactly it entails.\nIgor: Uh uh separate accounts for everything, separate uh EC two f Etc.\nIgor: and installation from scratch as a first-time user.\nIgor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella.\nIgor: So I need to review and refine those.\nIgor: Yeah.\nIgor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet.\nMathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation.\nMathieu: To me feels\nMathieu: weird to publish a website where like some page is just completely wrong.\nMathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that.\nMathieu: This is what we do, et cetera.\nMathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet.\nMathieu: So I feel it goes together.\nIgor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true.\nMathieu: So I will spend time to to to reduce uh the review.\nMathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete.\nIgor: Yeah, okay.\nMathieu: Okay.\nMathieu: Thank you.\nIgor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes.\nIgor: Not sure if we want to do it here.\nIgor: So I can I I can do later in a another call.\nIgor: Let's have it actually.\nIgor: Okay.\nMathieu: Yeah, let's do the update and maybe we need a a reflector meeting.\nIgor: Yeah, yeah, yeah.\nMathieu: Maybe not the internal app.\nIgor: I would love to present something there.\nMathieu: Okay.\nIgor: Right.\nmichal: I can go next.\nmichal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.\nmichal: And we are also ingesting this for search.\nmichal: We are creating chunks.\nmichal: It detects edits.\nmichal: merges and and\nmichal: deletions and updates the the the chunks according accordingly.\nmichal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?\nmichal: That's a question for me.\nMathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.\nMathieu: Do you do the enrichment part too?\nmichal: And no, no.\nmichal: I can do that if that's that's needed.\nMathieu: I b b because otherwise it will I feel it will be super limited, right?\nMathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.\nMathieu: Therefore, I would say enrichment data and I as a minimum.\nMathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.\nNik: No, I think uh you're right that we should definitely include a Apollo search.\nNik: Oh, well, yeah, enrichment.\nNik: But I feel like ideally like whatever we kind of integrate in like whatever enrichment we integrate whatever like information we have about the contact, we should like also include it in the uh search index.\nNik: Because ultimately, you know, like we want to use all the information about the\nNik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts.\nNik: But yeah, I mean, the way it would work is, I think, like, we can basically just use search index for requesting, like, making queries tied to, like, say, podcasts or.\nMathieu: Well the Okay, as for um no no no no no that that's my point like um I see the injection, I don't see how it will help for for the initial uh request, like why we did the injection.\nNik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.\nNik: So like that was the MVP for like in my view for now.\nmichal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.\nNik: Yeah.\nNik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.\nNik: It's it's fine.\nMathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.\nMathieu: That's what I was thinking, enrichment data.\nMathieu: I you talk about um the the little document and tweet attach.\nMathieu: It's maybe something like Miral doesn't fully know or understand this part because ah okay okay okay but it is I it's not attached to contact, but the way uh Miral, uh tell me if I'm wrong.\nNik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.\nMathieu: API documents is uh indexed by search index, right?\nmichal: Uh APA documents.\nmichal: I I don't think so.\nmichal: I haven't written an uh a chunk a chunk a chunker for that.\nMathieu: Ah okay, okay, so maybe not.\nNik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.\nNik: Well I mean I got a new job is a good post.\nNik: Maybe it could be informative but like there's gonna be a lot of spam there too.\nNik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much.\nNik: I think we would have to uh come up with a more complex pipeline to filter out those posts first.\nNik: And I feel like for the MVP that would be an overkill.\nMathieu: Mm-hmm.\nNik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful.\nMathieu: Okay.\nMathieu: Okay.\nmichal: Is is the entity type oh sorry, a quick question.\nMathieu: As for sorry.\nmichal: Is the entity type of API document a document entity?\nMathieu: Ah, yes.\nmichal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.\nNik: Yeah.\nNik: That would make sense, yeah.\nMathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.\nMathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?\nMathieu: Or the document coming from Social Graph.\nMathieu: Yeah, except saying I don't want API\nMathieu: document.\nNik: As a side note, I also wanted to mention that this could be useful for Creatrix as well, because if we have search index for Creatrix, I mean like we can use data index in Creatrix, right?\nMathieu: Okay.\nNik: Like it's not like a proprietary product or anything.\nNik: So this is a way for us to start deploying our foundational tools in real life projects, which is exactly the point of why we're building this.\nMathieu: Mm-hmm.\nNik: And I think this would be used in Creatrix in a way that, like, well, I mean, in Creatrix, it's not that important whether we have a first hop connection, second hop connection, like some random connection in general.\nNik: We just want to search across contexts very easily.\nNik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be.\nNik: We haven't had a conversation, but I feel like there it will be an important component.\nNik: So this is super useful.\nMathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary.\nMathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead.\nNik: Can it just be a webhook?\nNik: Like, we already have the reflector webhook and we can have like an NAA flow.\nNik: I mean, Sergei has already built something like that.\nNik: I mean, we can make it more complex in a way that like we can have a more complex flow.\nNik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right?\nMathieu: Uh I\nNik: Or I guess, no, it\nNik: is available now.\nMathieu: Yeah, exactly.\nMathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo.\nMathieu: We need to validate if this is going to be uh good or not.\nMathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector.\nMathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep.\nMathieu: Good enough, right?\nMathieu: Or meeting prep can have also its own ingestion system.\nMathieu: Just is there any new meeting?\nNik: I think so there are like two user stories inside of one, sort of.\nNik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM.\nNik: And so these are two different flows, in my opinion.\nNik: Not different flows, but like they're slightly different.\nNik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries.\nNik: Maybe we could like even get the user to set the prompt, but I don't know yet.\nNik: Uh it depends on like how many use cases we have.\nMathieu: To me, I don't think it's it feels the same to me in a way that on one way you have reflector with action item or decision stuff that is just from the meeting and the other on the personal\nMathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.\nNik: Well, I mean, uh what I'm saying I guess maybe, maybe.\nmichal: Yeah.\nNik: Or maybe you could have like a check check mark, like send this to my DM as well or something.\nNik: I don't know.\nNik: But yeah, depends.\nNik: Depends.\nMathieu: Yeah, yeah, okay.\nMathieu: Well, let let's validate first.\nNik: Yeah.\nMathieu: Yeah.\nNik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways.\nNik: So that's the main point.\nMathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live?\nMathieu: I have only one constraint here is the personal summary should be accessible in Data Index two.\nMathieu: Okay.\nMathieu: So it will be whatever we do the first one that will generate content that is back into data index.\nMathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it.\nMathieu: Um yeah, that's it.\nMathieu: Um yeah.\nNik: Should it be associated with the meeting itself?\nNik: Like, is there going to be a relationship?\nNik: Okay, cool.\nMathieu: We we have parent ID uh approach on that index.\nMathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector.\nNik: Do we store transcripts as well?\nMathieu: That is uh good enough.\nMathieu: Yep.\nMathieu: It has everything.\nMathieu: It has a full transcript in WebVTT with a person attached and\nMathieu: it has uh the summary long and short.\nmichal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.\nMathieu: Work on top of that.\nMathieu: Uh edit is a thing that on data index we don't have at all.\nMathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.\nmichal: Mm-hmm.\nMathieu: Let's see if we need uh that or not.\nMathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.\nmichal: Okay.\nMathieu: Okay, do we want visualization?\nMathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.\nMathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.\nMathieu: If that is good enough, then yeah, we don't need the big things here.\nMathieu: Okay.\nmichal: Oh okay.\nMathieu: Next one.\nAngel: Hello.\nAngel: Well, hello guys.\nMathieu: Ronald.\nAngel: But today currently we have the big models working.\nAngel: Let me show you very quick.\nMathieu: Yeah.\nAngel: Okay, well, currently we have step sick three two.\nAngel: Yeah, it's working.\nAngel: It's it looks fast, but maybe I want to take a look to the real performance of this.\nAngel: Yeah, currently it is w working as um or using the spot uh spot pricing because yeah, you know, an hour of this is is well\nAngel: m eight dollars, but using it the insert that we need for that on demand, it's tearing.\nAngel: So uh if we want to test, it's it's a good idea to to use initially spot while we select one of the big models or I don't know two of them, or both of them, to work because, yeah, it it it's it's expensive, um but it they are working and we have well, you know how to deploy and uh deploy them if you want to uh and take a look.\nAngel: Um yeah, today apart from that, I'm going to work um in some improvements in the uh provisioning framework because yeah, it's a pending task uh that has had been the prod the precise the productized set.\nAngel: Uh yeah, basically that is my my update.\nMathieu: Do we have a GLM 4.5 air running on B300 constantly?\nMathieu: Or is it still B200?\nAngel: Sorry, sorry, Matthew, which No, currently, no.\nMathieu: Do we have the G I will write it because maybe my English accent.\nMathieu: Sorry, GLM 4.5 Air.\nMathieu: Is it running on B300 all the time?\nAngel: Currently, the only model that is working is forty-five air, the well, the the the two mhm.\nMathieu: Okay.\nMathieu: Yes.\nAngel: Yeah, but we have to or we should choose choose one of these to to to work.\nMathieu: Okay.\nMathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time.\nAngel: Okay.\nAngel: Well, it's because Currently we have this.\nAngel: Uh we have been using this during some months.\nAngel: We have um let me check.\nAngel: No, I'm gonna share again.\nAngel: Sorry.\nAngel: Uh let me let me check.\nNik: Are we using quantized versions of these or no?\nMathieu: What, Nick?\nNik: Are we\nNik: using like quantized versions of these?\nNik: I as in like not even quantized, but like what's the quantization there?\nAngel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly.\nMathieu: Jerhal, Alhal.\nMathieu: Jeral, do you know?\nNik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute.\nMathieu: Uh okay.\nAngel: But we could promote.\nAngel: Let me show you.\nAngel: We have this one now.\nAngel: We have this one.\nAngel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated.\nAngel: We have this one and this.\nAngel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm.\nMathieu: That\nmax: Wait, wha why does the four point five Air use four B two hundreds?\nmax: That's a shit ton of space.\nAngel: Sorry, sorry Mats.\nAngel: What is the question?\nmax: Wha why?\nmax: Like like w why is it that Daniel's version of the Air model needs four times the VRAM?\nAngel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them.\nmax: Why, yeah, but why?\nAngel: Mm well, I I'm not sure much really.\nAngel: I'm not sure.\nmax: I think that's a pretty important, but\nAngel: It uses more it uses more it uses more memories, right?\nAngel: But I I don't understand\nAngel: really why it it Mhm.\nmax: that doesn't that doesn't make any sense to me, like intuitively.\nmax: Why would that be the case?\nMathieu: Well what I remember what I remember from uh the experimentation with Mirad is like on the uh the memory required to have full context and multiple person we require more the more card.\nAngel: Yeah, it it's it's it's strange, but it uses more.\nMathieu: Otherwise you will just uh use full memory and then it's blocked.\nmichal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.\nMathieu: Doesn't work.\nmichal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.\nmax: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?\nmichal: Um can't remember from the top of my head.\nAngel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.\nAngel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.\nmichal: Like it doesn't it it doesn't start at at all.\nmax: But yeah, but Hang on, hang on, hang on.\nmichal: It doesn't generate any any answers.\nmax: I don't feel like we have reached a satisfactory conclusion to this conversation.\nmax: Right?\nmax: Like the AIR model uses about 100 gigs of VRAM.\nAngel: Mm-hmm.\nmax: The B200, a single instance,\nMathieu: Here, yeah,\nMathieu: Max.\nmax: I'm looking at it right now.\nmax: The B200 in a single instance uses 180 gigs of VRAM.\nMathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200.\nmax: Yeah.\nmax: Yeah.\nmax: Yeah.\nMathieu: The problem we have when Miral was also trying to push the context and we were having in LibreChat like why at some point it was blocking.\nAngel: Mm-hmm.\nmax: Yeah.\nMathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory.\nMathieu: So you need a second card.\nNik: But hold up hold on, Matthew, we we're not looking at the right model, I think, because I I think I saw FP eight precision uh on GLM four point nine five a yeah, but oh Q8, okay.\nMathieu: Yes.\nMathieu: I am 4.5 Q8 quantization.\nNik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.\nmax: But it it it does the why would the KV cache be using double the precision of the inference quantization?\nmichal: Yeah, what about the key because\nMathieu: Yeah, no, okay, okay, Evan.\nMathieu: Okay, I put a little bit d down.\nMathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.\nMathieu: Four card.\nmax: Okay.\nMathieu: And you have only one user.\nMathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work.\nMathieu: Uh how many?\nMathieu: Okay, with six card, you can have two user full context.\nmax: All right, I need to\nMathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot\nMathieu: do it, it will just buy uh queue it, so you wait.\nMathieu: But if we want to run full context with this model, we need Rockard.\nmax: um what the fuck um It's just very surprising to me, I guess, that that's the case.\nmax: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes.\nmax: What is it at 64K?\nMathieu: Mm-hmm.\nmax: Is it can you show me?\nmax: Okay, we're still talking more than two.\nMathieu: Ricardo.\nmax: Interesting.\nmax: And and what is it what is it, a thirty-two K?\nmax: Okay.\nMathieu: One is insufficient, two is required.\nmax: Interesting.\nmax: Interesting.\nmax: Okay.\nmax: And then uh a single B three hundred, is it enough?\nMathieu: I don't see that what I was trying to look here, but it's not on the list any.\nmax: Well, we can just use our brains, right?\nmax: 264 gigs versus what's a B300?\nmax: 288.\nMathieu: I don't know which costs less.\nmax: Yeah, it would fit on a so a 32K cache would work on a on a single B300.\nmax: Um without right.\nMathieu: Myself.\nmax: Um it would just just work.\nmax: Um okay that uh I guess I guess uh that's good to know.\nmax: Um the single B3 B200 is what, like five dollars an hour B300?\nmax: Hmm.\nmax: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore.\nmax: Seems like computer's in high demand.\nmax: Okay.\nmax: Sorry for breaking in on this.\nmax: It's just that number raised my head.\nAngel: Oh it's it's yeah, it's important.\nAngel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options.\nAngel: But we have as well the GLM four seats, but it will use you know\nAngel: more GPU, but uh I worked in the spot type of of instances.\nAngel: The same for the DeepSeek one because it uses eight GPUs.\nAngel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time.\nAngel: And the spot may be in business hours initially.\nAngel: I don't know if you agree on that, guys.\nAngel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them.\nMathieu: Yep.\nAngel: And uh oh go on, Matthew.\nMathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate?\nMathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it.\nMathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one.\nMathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience.\nMathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not.\nAngel: Yeah, maybe maybe w well we can\nAngel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that.\nAngel: And we can use initially this the on-demand instances to to evaluate that.\nAngel: It's only Yeah, but it's good to have options.\nMathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system.\nMathieu: Um yeah.\nMathieu: That's about it.\nAngel: But yeah, we have to use it.\nMathieu: Yeah.\nAngel: Thank you guys.\nNik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision?\nNik: Is it the performance significantly worse?\nNik: Because that would save a lot of compute.\nMathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know?\nMathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks?\nMathieu: Are we making it the default?\nMathieu: And it's it's unclear.\nMathieu: That's why we need evaluation.\nNik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics.\nNik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace\nNik: uh for different quantizations and compare those.\nNik: I think that would be a decent enough metric for us to tell whether this is worth it or not.\nNik: And then we can all, of course, like perform an evaluation.\nmichal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.\nMathieu: With it?\nmichal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.\nmichal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.\nNik: Yep, I am not either.\nNik: So but I feel like that would save that would save bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:49:21 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:21 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:21 +0ms service=bus type=message.updated publishing Let me check if there are any mentions of "Michal" in these files to understand what I'm looking for. 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service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:49:21 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-07T20:49:21 +4ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-07T20:49:21 +10ms service=session.processor process INFO 2026-01-07T20:49:21 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 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type=message.part.updated publishing INFO 2026-01-07T20:49:22 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:22 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:22 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:22 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:23 +263ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:23 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:23 +9ms service=bus type=message.part.updated publishing |  Bash Search for mentions of Michal in remaining JSON files 4.json: "transcript": "Mathieu: Hello Yes, yes.\nJose: Yeah.\nNik: It's been a while.\nMathieu: Full morning with speaker and microphone.\nMathieu: When do we work?\nMathieu: Okay, let's see Miral Igor is off.\nMathieu: And Sergei is off.\nNik: Oh, Sergei is up today.\nMathieu: I mean, uh, active four minutes ago.\nMathieu: Uh, Igor, active forty-four minutes ago.\nNik: Let's see.\nNik: Did they say anything in the social?\nNik: No.\nmichal: Hello.\nNik: Hey, Michael, how are you?\nMathieu: Okay.\nMathieu: I would think Okay, so n normally it should be demo day.\nMathieu: Um but Nick, I'm opening the the door.\nMathieu: Do you want to go through the business objective and uh see how is everyone doing?\nNik: Sure.\nMathieu: Or should we do the demo?\nNik: It would be nice to also have Quan and Sergei here, at the very least.\nMathieu: Yep.\nNik: Before we start.\nNik: But I mean, I I could start.\nNik: I guess so today, this morning, Matthew and I had a long conversation about the direction and stuff like that.\nNik: And we basically talked a lot about hotness, about personal CRM, because these are like the main kind of oh, and also security, these are the top three priorities that we currently have.\nNik: And yeah, so tied to hotness, we we're still kind of like doing a back and forth as to whether like where it should live.\nNik: Because right now it lives on contact DB.\nNik: We're not sure if it should live there because I mean, it depends on the approach and the heuristic and stuff like that.\nNik: Okay, Sergei is AFK.\nNik: Okay, then we don't have to wait.\nNik: But yeah, I guess a deeper discussion will be done on Monday with Juan and Mathieu, because I think we had a lot of stuff in there.\nNik: So also tied to social graph.\nNik: I was thinking about how to implement search index in the social graph and\nNik: Matthew had a great idea to basically just create a new data type, entity type in data index.\nNik: Uh called contact and basically search across different contacts.\nNik: And that could be good enough for us at the very beginning.\nNik: And then we could have like an LLM built on top of that and maybe make LLM calls to like find investors or find people that have some sort of association with podcasts and stuff like that.\nNik: Yeah, just like any type of people in your second hop network.\nNik: I feel like that could be an instant value add in terms of Max has been searching for a lot of people in his network.\nNik: So if we get this to work well, that'll be good.\nNik: So tied to the personal CRM stuff, I think, Jose, I think the a good first step, and I think you're already doing that, is basically Basically, taking the personal CRM that Max built, putting it in the monorepo, and then implementing just like the basics, contact DB, maybe search index, and stuff like that.\nJose: Yeah.\nJose: Just a quick update on that.\nJose: I started like digging into the personal CRM that Max built.\nJose: It has a bunch of stuff that it's not really used.\nJose: It was using like a mock API.\nJose: So I'm just like taking the front end.\nJose: Also, it has models and APIs for what we already have, which is contact threads and the search.\nJose: So I'm like only extracting the front end.\nJose: and making it uh putting it into a composer and putting it into monorepo apps following uh the patterns we're using there.\nJose: Um yeah, that's it.\nNik: Okay.\nJose: I I I haven't uh I I mean haven't been able to run it yet into the platform, but I mean that's what I'm\nJose: doing.\nNik: Yeah.\nNik: So one other thing is that Matthew mentioned that we technically have daily digest and threads implemented.\nNik: So that could be like once we have at least the basics like contacts and whatever we can build off of those, maybe we can also like integrate.\nNik: Threads and what's the other one?\nJose: Projects data jets, contacts, threads, search index and project.\nNik: Data digest.\nNik: Yeah.\nMathieu: Uh I I think it will require anywhere um like work to be implemented.\nNik: Yeah.\nNik: That would be the second step.\nMathieu: Like Daily Digest is is um is like a worker.\nMathieu: You you need something that runs in the background that will normally it was trigger every morning, but maybe this this is not the the flow we want, right?\nMathieu: Uh so yeah, uh I think every page we need to figure out what's what's the strategy to implement it.\nJose: Yeah.\nMathieu: And uh so they may maybe not put everything on Ros��.\nJose: I don't mean to build it, but to use whatever you did with Daily Digest to couple it today.\nMathieu: Yeah but that that's a point I I think well you can you can give it a try let me know um it's just you you will see the code is just for Daily Digest.\nMathieu: I mean the algorithm is there, but it's not like it's not an API.\nMathieu: There is no API on Daily Digest that will give you the threads that you can answer.\nMathieu: So you are going to be in front of not like ContactDB and data index.\nMathieu: That's a the problem.\nNik: I think it's a good thing because this way we can also like maybe Jose, you can come up with like a list of things that are lacking.\nNik: So like you don't have to build everything.\nMathieu: Exactly.\nNik: You just\nNik: come up with a list that like is required.\nNik: Like, oh, I need this from Daily Digest.\nNik: I need this from ContactDB and so on and so forth.\nNik: And of course like the hotness thing, that's like a hot topic, no pun intended.\nJose: Yeah.\nNik: So we have to think about that as well with Juan.\nNik: And it's probably going to be it's probably going to live.\nNik: I mean, it could live on ContextDB.\nNik: It could live on personal CRM.\nNik: We haven't fully concluded that.\nNik: But yeah.\nNik: I think on Monday it's going to be clear.\nNik: Yeah.\nMathieu: I hope.\nNik: So.\nNik: Yeah, I hope so.\nNik: So Michal, are there so we currently have a few things.\nmichal: Yeah.\nNik: I guess one thing would be just like adding contact to contactDB.\nNik: It's a pretty straightforward task, right?\nNik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.\nNik: Do you think that that would be good?\nNik: Because, like, on top of this, we can build an app right away, pretty much.\nmichal: Yeah, I agree.\nNik: Would that work?\nmichal: Take yeah, I can take it.\nNik: Cool.\nNik: Sounds good.\nNik: Yeah, I think this is the best thing you can work on because you also worked on search index.\nNik: So I think this is perfect.\nNik: Um but yeah, um\nMathieu: Uh as I I I think to sync the the contact um Miral, you might need a query that is missing from contact DB is having the list of contact that change uh since an update.\nMathieu: Like you know, if you do an ingestor, you are going to have uh I think in the contact we have an updated at, something like that.\nMathieu: So when you sync everything, how do you sync another new contact\nMathieu: that got updated into data index?\nMathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good.\nMathieu: Yeah, that's it.\nmichal: Okay.\nNik: Yeah, so um another thing that I just wanted to mention kind of like on more on the global level uh is that we would like to have some sort of way to validate the ideas at least like ourselves as in like oh d is this actually going to be useful?\nNik: Is what I'm building gonna be useful and maybe the way we can do this is like uh once we build something maybe have a demo.\nNik: And like at least share it across the the team.\nNik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example.\nNik: So for example, like search index could be uh or like not just searching index, but like the uh feature Michal is gonna be building is gonna be useful for um something like warm introductions or like searching across contacts in ContactDB.\nNik: Like second and first hop contacts.\nNik: And then for personal CRM, like it's kind of obvious.\nMathieu: Yeah.\nNik: But yeah, like maybe each tab would have its own kind of value.\nNik: And again, like it's obvious on one hand, it's not super obvious on the other hand, because we don't have hopness.\nNik: So if, in terms of like business value, something's unclear, feel free to reach out to me.\nNik: Uh and let's just like kind of have this process going because I feel like Max is also going to appreciate this, like just having more context as to what we're building and like more transparency here.\nMathieu: Um getting\nMathieu: feedback was yes one problem we were having uh right.\nMathieu: Um what about so this morning we talk uh we think like it would be nice just to have a meeting with Max and we put something in the calendar and we ask the question directly.\nMathieu: Do you think that we should not just keep track on Zulip but saying like Uh maybe on a final something like uh like I I was thinking the notion table, like hey, this is uh one proposal has been submitted, still waiting from the feedback and it's like a page.\nMathieu: We have a f the format, we put the demo, we put the business, like has it been validated or not, what's missing?\nMathieu: And then at any time we can track on all the proposals we did because I feel like right now We have some, we did some in the past, but it's also missed into Zulip, you know.\nMathieu: And if you try to look at it, like what was the timeline on that, maybe with data index, or we could try to get it out, but maybe having a place where we have on like tracking proposals, basically, this is a proposal, this is a status, has been.\nMathieu: Validated or not by the client, something simple that doesn't really take time.\nMathieu: This is a demo that we get out of it, you know, as a backup document.\nMathieu: What do you think?\nNik: Yeah, yeah, I think I think that's a great idea.\nNik: What we can do about this is like maybe for each product that we're building, we can have like iterations and then like explaining the why we did the next iteration or like what needs to be done in the next iteration, and then like why we did this and\nNik: why we did that, and maybe like have links to other proposals.\nMathieu: That that looks like the checking, you know.\nMathieu: Yeah, exactly.\nMathieu: That I was trying to go to the way where you have the less fill and that's not fully duplicated or Zulip, because I feel like the meeting every time it's like the thing, what we do is like where we were and where we go.\nMathieu: Yeah, it was just validating proposal by the clients.\nNik: Yeah, but I I feel like for i if um so I feel like the downside of check-ins is the fact that everyone has their own kind of like check-in system.\nNik: It's not like fully s systematized, uh plus it's not uh grouped by product.\nNik: And I feel like that could make it harder to keep track of like the the path, the product path, basically.\nNik: So like, how did we get from this starting point to this like current point?\nMathieu: Okay.\nNik: It would be nice to like keep track of like maybe the screenshots, maybe like videos, like whatever videos we, okay.\nMathieu: Okay.\nNik: I'm gonna, I'm just gonna create like a page and structure it, maybe give like an example of how to structure it.\nNik: And yeah, just go from there.\nMathieu: In Athene we can do a document template also.\nMathieu: So if uh on the main page uh we can just uh like uh duplicate or create uh like add a new page and we select the template of a proposal or something and then boom, you just have to fill the field.\nMathieu: That might be a really uh easy step.\nNik: Yeah.\nMathieu: Okay.\nNik: Yeah.\nNik: I think so now I just want to give some context as to why we're doing this, because this feels useless and like extra work.\nNik: I feel like\nNik: the reason we're doing this is because for Max, it's kinda hard to keep track of what's going on because he's not always with us in the meetings.\nNik: And on the other hand, it's also like not easy to keep track of all the features that we need to build.\nNik: Uh keep track of all the feedback and stuff like that.\nNik: And plus, Max also mentioned uh in one of the calls that like we're not going the extra mile.\nNik: So like we've built something, but like there is no way for us to see what we built easily or like demo it.\nNik: So I feel like this document could help us in some sort of way.\nNik: And it would definitely like be valuable for for the entire team.\nNik: In for the company, like even like pitching products to investors, this could help to an extent.\nNik: Like at least like, oh, I have a place with all the demos and with all the iterations on the product.\nNik: And here's how we did this.\nNik: Here's how we did that.\nNik: I think this is the reason we're doing this.\nMathieu: Mm-hmm.\nMathieu: Yep.\nMathieu: Agree.\nNik: It's like, it's not going to be useless.\nNik: It's definitely going to be like valuable.\nNik: Not as fun as doing all the engineering, but it needs to be done.\nMathieu: Yep.\nMathieu: Okay.\nMathieu: I kind of want to do a demo of uh some stuff I did.\nMathieu: Is it okay?\nNik: Sounds good.\nNik: Yep.\nMathieu: Um um just to to to show into things with uh people that may have not seen one of the demo and proposal was about how do how can we have Max being um uh confident enough to use the platform uh and be security wise good enough?\nMathieu: Meaning, how can we have some sort of introspection to make\nMathieu: sure like we have some visibility of what is happening?\nMathieu: So the very, very simple idea was to put all the application under a proxy.\nMathieu: It's a screen proxy that is running.\nMathieu: And in the screen proxy, there is an SEL that is calling an API.\nMathieu: This is a proxy dashboard.\nMathieu: And every time we do something, it will just Um if it's not accepted as a rule, you will see like hey, there is a tentative of connection from the L Digest to the light LLM not track.\nMathieu: It's cool because actually this I didn't saw it yesterday.\nMathieu: And because it's like a cron tab, it just happened.\nMathieu: So I can allow, I can make like uh oops, well, I just allowed it.\nMathieu: Um yeah, okay, any port, like any port on the on the destination here, not good.\nMathieu: But anyway, this is all the the rule I have.\nMathieu: This is all the request log.\nMathieu: Uh I think I can oh, sorry.\nmichal: And Matthew, I d I don't think you are sharing the right window or the right screen.\nMathieu: Thank you for letting me know better, huh?\nMathieu: Okay, I don't know if you guys saw the video or what, but just wanted to make sure and to discuss, just to say where we want to go is let's say if I remove the rule of Apollo that is there.\nMathieu: I'm sorry, it's not really good.\nMathieu: A pay Apollo, ma'am, I go to contact DB.\nMathieu: I will take, I don't know who is this person, 100 data.\nMathieu: Didn't work on pending request.\nMathieu: I'd have here contact DB Apollo.\nMathieu: If I allow and I retry, it will just work.\nMathieu: Yeah, maybe I actually have nothing on that.\nMathieu: I may have nothing on this person.\nNik: Can try a different one,\nMathieu: If I\nMathieu: get this, yeah, for example, on Macs I have, but if I remove the one I just created and I retry.\nNik: maybe yourself.\nNik: Oh, that's it doesn't have\nMathieu: It worked.\nMathieu: Great demo, Mathieu.\nMathieu: Could it be Enter also, maybe?\nMathieu: Enter.\nMathieu: Let's select Enter.\nMathieu: Then I have nothing.\nMathieu: Because I see the pending request was Apollo.\nMathieu: So maybe the data was coming from Enter?\nMathieu: Exactly.\nMathieu: Now I have nothing, and on the pending request, I have both.\nMathieu: How does it solve the problem with Macs?\nMathieu: This is where I have an opinion that I think is not going to fully solve.\nMathieu: Like even if we have a nice dashboard saying ah this was the number of request blocks, the error rate, what is happening per container, is if you go to the side of the user.\nMathieu: Okay, it clicks on which data.\nMathieu: What kind of information we could put up?\nMathieu: So just to say technically, what we were thinking is when a pending request is coming, we know I resolve the container from the IP.\nMathieu: So I have the name of the container.\nMathieu: And because it's just the connect part of the proxy, you don't have the URL, you don't have the content of the body or whatever.\nMathieu: You just know it wants to connect to this host at this port.\nMathieu: One idea was we could have a web socket that have rooms that sends that into a room and say, hey, the container contact DB backend is trying to access to this.\nMathieu: And here in the front end, we could have a component that automatically is going to listen to the web socket, is going to receive a pending request.\nMathieu: So when you could hold the request, not responding directly, not allowed, because we are in control of that.\nMathieu: So\nMathieu: we could delay a little bit.\nMathieu: And when you click on rich data, you will have a pop-up saying like, hey, contact DB backend, try to access to api.apollo.io.\nMathieu: Okay.\nMathieu: Now the more we think we iterate with Nick and the more I think about that, is it a good UX?\nMathieu: And this is where we think it might not be in a way that how somebody like Jordan, Hannah, et cetera, is going to know.\nMathieu: What is Apollo.io and if it's going to be okay, and how are we protecting or any kind of data exfiltration?\nMathieu: Absolutely not.\nMathieu: So, to me, there was two things.\nMathieu: One will be, and it's almost no change on our code, for every HTTP request we do everywhere into the app, we could add HTTP header.\nMathieu: And for example, the unreached data, when we do the request to Apollo, we could say we add an HTTP header like the intent, like who is it and what is the intent?\nMathieu: And the intent will be unreach the data of Max Crayer.\nMathieu: Okay.\nMathieu: And so in the pop-up, instead of saying contact DB try to access to API Apollo machine, we could say contact DB try to unreach the data of Max Max Crayer.\nMathieu: By connecting to this server, are you okay or not?\nMathieu: Like we give an intent to all the requests.\nMathieu: So one thing, for example, as weird stuff that happened to me when I used the system is when I tried to I was there, I don't remember, and I see contact uh data index try to access to user.fm.\nMathieu: And I did not realize that user.fm was actually the domain.\nMathieu: that is used for the fast mail configuration here.\nMathieu: It's user.fm, the ICS calendar.\nMathieu: So I was also kind of lost like\nMathieu: what is this pending request, should I accept it or not.\nMathieu: So I think like adding this will help the UX and let the user know what is the intent of the request if it has been blocked.\nMathieu: And yes, and another path of um helping will be and that's need to be studied can uh like I know Anrel you use uh you install Presidio, but uh I think none of us really go into it and see what can be done uh with it.\nMathieu: So I'm going to have a look like how will these frameworks from Microsoft help to see if we can have some alert of data extraction or something bad happening, whatever.\nMathieu: Okay.\nMathieu: That's any any feedback?\nMathieu: If none?\nMathieu: Okay.\nmichal: I like it this could this could w this could work work on our apps, but I wonder about requests coming from LibreChat, like web search.\nMathieu: That's about it for the demo.\nNik: Love it.\nMathieu: I think it will it will say the same pattern.\nMathieu: Maybe there won't be the HTTP header in intent, right?\nMathieu: But maybe we can have some rules or some some label on the docker environment variable.\nMathieu: I don't know.\nMathieu: Say I think more the the docker labels because okay I'm sorry I'm um excited about that but let's let's go it in another way.\nmichal: Yeah.\nMathieu: I we are in control of the proxy API in the proxy API I do a docker resolution from the IP to the label actually I'm listing all the container To know all the IPs and to be able to match the name of the container to show the name instead of the IP.\nMathieu: That works.\nMathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some\nMathieu: more rules or label or stuff put in the container that then the API can request and see.\nmichal: Yeah.\nMathieu: Like at the same time, ah, it's this container.\nMathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that.\nMathieu: Or another path is today, as I say, we just have the connect with the host and the port, right?\nMathieu: To be able to see the request, we need to share the CA.\nMathieu: So the other idea will be we create a CA certificate, we put it in all our container as a trust CA.\nMathieu: And therefore, we can decrypt the SSL transaction, like SSL exchange.\nMathieu: We can extract the content, and from the content, maybe we can also do something more smarter, like it looks like something okay or not something okay.\nMathieu: Same a little bit like procedure when we analyze the LLM calls.\nmichal: Yeah.\nMathieu: Maybe there is a system that is more I mean, I was working on network and firewall stuff, like all the deep inspection, there is sometimes some scanner that indicates if the request is good or not good.\nMathieu: With some signature database, maybe something like that could help.\nMathieu: I don't know.\nMathieu: But we need the content.\nMathieu: And right now, the demo doesn't have any content.\nMathieu: But it should be easy to do.\nMathieu: So yeah.\nMathieu: That's it.\nMathieu: Anybody else want to share something?\nMathieu: Or any more um\nAngel: Well, uh been working on deploying the big models based on the Daniel work.\nAngel: Maybe we will have to to review after some tests on the models what is the current duration that we have to decide about that because currently we are using GLM for five air.\nAngel: It works well.\nAngel: And we don't have problems with the GPU availability these moments, but\nAngel: the idea is to deploy a big model and maybe analyze if the cost of to have that model is better than to have the a big model in business hours and the air model maybe at nights or weekends.\nAngel: So we have to analyze and first of all that we need to check that the model works well with the Current development status, right?\nAngel: Because we cannot deploy and start to use it, and maybe it has not a good performance with the application.\nAngel: So the idea is to complete the work currently and have GLM for SITS.\nAngel: And the idea is to have DeepSeq tomorrow if everything is okay, because it uses another architecture.\nAngel: So maybe it can.\nAngel: It's possible that it doesn't work.\nAngel: And to start to test using a sandbox deployment, it means on demand to test the performance and after that to make decisions.\nAngel: That is the status of the model deployment.\nAngel: And I wanted to share something.\nAngel: It's a tool.\nAngel: You can see how to sh okay.\nAngel: This is something only an additional thing.\nAngel: I I work sometimes with students in the university to maybe in some entrepreneurship staff and you know and we use usually these tools no let me see this one this one it's a simple tool the idea is not to add more Something like bureaucracy to the process, but it's a good tool that we use to prioritize ideas when someone has an idea in the team.\nAngel: Basically, we evaluate super quick in an iteration or two where the idea we can locate the idea in our context, right?\nAngel: A super typical way to do it is to divide the grid in these quadrants.\nAngel: So For example, we have low value, high value, low effort, or high effort.\nAngel: You\nAngel: can give the direction how you feel is better.\nAngel: But the idea is to say, okay, this is super important.\nAngel: We need to do this right now, or this can be due later.\nAngel: This is not important.\nAngel: We can ignore it.\nAngel: That is not a bad idea, or something like that.\nAngel: And to use this is super easy to make decisions.\nAngel: Makes the decision documented in a quick way.\nAngel: And another tool that we use usually is this one.\nAngel: After a student gives an emo, right, we complete this format, filling this stuff.\nAngel: For example, I like this of the idea, or I wish that this could do something additional.\nAngel: Questions around the after the demo and new ideas that we get from the presentation, right?\nAngel: They are simple tools, but it can be useful to document the experimentation and to maybe make decisions for to advance the projects.\nAngel: I don't know, maybe it can be useful, but yeah, I wanted to share with the team that.\nMathieu: It was nice.\nNik: Yeah, yeah, it looks good.\nNik: Looks good.\nAngel: I'm gonna share that with with with the team and the well, and it can be useful maybe.\nNik: Yes.\nNik: Yeah, I think for feedback capture, I think that that's like pretty much what I've been thinking about.\nNik: I mean, not like in the access thing, but just like as a list.\nNik: But for prioritization, I have a hunch that right now the way we're prioritizing things is basically based on the user feedback and not you know well I mean we can't still like prioritize tasks this way but I feel like currently we're just like prioritizing projects because like we're a relatively small team too but yeah I think I think this is definitely worth considering.\nMathieu: Yeah.\nNik: For feedback, definitely a hundred\nNik: percent.\nNik: Looks good.\nMathieu: There was another demo I uh wanted just to say to the team on the mono repo.\nMathieu: There is a pre-commit validation that has been uh added yesterday and it's like All the pre commit is uh normally running every time we do a commit locally, uh if everybody installed, but in case we miss to install or there is some other automated that uh I don't know, commit that is purchased not doing it, we have a catch on the CI C D.\nMathieu: And hell, I didn't use trying to to extract the artifact out of it, but at least like I separated the pre commit instead of running all the pre commit into one action.\nMathieu: I separated that action makes sense and maybe some could be just avoided if we didn't touch anything to Python, for example, stuff like that.\nMathieu: But um yeah, it's like all the code quality is about the white space, stuff like that.\nMathieu: Uh git stick running, rough is running, Bundy added Semgrad, and if we want like SemGrad doesn't pass, I don't know why.\nMathieu: Uh this is where the Actify will be nice, but right now at least you can see and have like a Uh one finding, I don't know.\nMathieu: This is a finding dynamic value being used in URL lib.\nMathieu: Okay, with URL open or whatever in the squid check rule.\nMathieu: Okay, that's it.\nMathieu: Some need to be fixed or need to be ignored, but at least now it's running on all the new pull requests.\nMathieu: And thanks to UNREL with the cache.\nMathieu: It doesn't take that long as you can see where is it?\nMathieu: Uh no, it's also commit ten seconds.\nMathieu: How do you see uh the was not validate platform validate pre commit?\nMathieu: Okay, it took\nMathieu: two minutes thirty uh but it's just this one's a setup uh I still need to pass through it.\nMathieu: Maybe there is a way to cache it into a little bit better, but There is like one general action that is using the cache to uh use a new uh precommit installation and then it's running one by one all the check of the precommits.\nMathieu: Meaning also, just to make sure everybody understand, if we add something into the precommit, we also need to add the related CI C D corresponding to the new pre commit we added, because it it won't do it by itself.\nMathieu: Um yeah, that's it.\nmichal: Mm-hmm.\nMathieu: And there is no pre-commit on the JavaScript code or TypeScript code.\nMathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same.\nMathieu: But my screen on this GS part is a little bit not great.\nmichal: I I have one s yeah, I I have one thing from my side.\nmichal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.\nmichal: Uh so I added that and also ingesting DMs.\nmichal: Uh I can't demo because my local setup is broken at the moment.\nmichal: So sorry about that.\nmichal: Um uh and I have two two questions.\nmichal: Uh like one is what what like what do we do with uh the personal meeting summary?\nmichal: I kind of held off on that because I\nmichal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.\nmichal: Uh like and also I'm like unsure.\nmichal: if this is a priority for for us for now and where where that should where that should live.\nmichal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.\nmichal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?\nNik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.\nNik: And like I want to see the demo and I want to show it to Max a bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:49:23 +48ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:23 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:23 +1ms service=bus type=message.updated publishing Let 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type=message.part.updated publishing INFO 2026-01-07T20:49:25 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:25 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:25 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:25 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:25 +51ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:26 +768ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:26 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:26 +12ms service=bus type=message.part.updated publishing |  Bash Search for action items related to Michal 1.json- "created_at": "2025-12-15T17:48:24.575976+00:00", 1.json: "transcript": "Nik: Hey Igor, what's up?\nNik: Hey, Michal, how are you?\nmichal: I'm good.\nmichal: I'm good.\nNik: Good to hear.\nIgor: Joseph.\nNik: Hey Jose, how are you?\nJose: Hey there.\nJose: Can you hear me?\nNik: Yes.\nIgor: Yeah.\nNik: I'm adjusted being Matt to you.\nNik: Matthew.\nNik: I don't know if Juan is gonna be coming.\nNik: He was online 59 minutes ago.\nNik: I'm not sure if he's available.\nNik: Oh, he I think he's he posted something on yeah, so he is sick today.\nNik: So yeah let me just also do Hey everyone.\nMathieu: Yeah, sorry.\nMathieu: Let's go.\nMathieu: How do we start this one?\nNik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.\nMathieu: Yep, you just change something with your MIC gain.\nmichal: It gets it gets very loud.\nNik: Oh sorry, oh oh, I see.\nNik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.\nMathieu: Thank you for the string so here.\nNik: I'm sorry.\nNik: I didn't mean to do that.\nMathieu: I will go first very fast.\nMathieu: We got a meeting with Nick on Friday to confirm some stuff with Max.\nMathieu: On the part that concern my part is we want to have a way in the internal AI project to whitelist or blacklist some domain.\nMathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface.\nMathieu: So I showed that last week.\nMathieu: Um this is good enough for Max to to use the platform, therefore I'm going to fix uh to to make the the Vibecode uh better, uh like from scratch almost.\nMathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email.\nMathieu: So the solution doesn't work, but the\nMathieu: principles stay and the web uh UI stay, etc.\nMathieu: So It's just a matter of moving from Squid proxy to a SOX proxy.\nMathieu: I already did some analysis.\nMathieu: There is none that support SEL the way we want.\nMathieu: So Claude gave me a tiny implementation that fits just our case.\nMathieu: I'm going to double check that if there is not an open source solution easy to use instead.\nMathieu: I did the review of your tag, Nikita.\nMathieu: I think the pull request might be an merge.\nMathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection.\nNik: Oh.\nNik: Don't worry.\nMathieu: Uh that's it.\nMathieu: Uh that's for me.\nMathieu: Next one.\nMathieu: Under me I have Igor.\nMathieu: I have Igor.\nNik: Yeah, I'm gonna go last, just just so so you know.\nAngel: It can go outcome.\nIgor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector.\nIgor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed.\nIgor: Uh I think I already uh reported about uh what exactly it entails.\nIgor: Uh uh separate accounts for everything, separate uh EC two f Etc.\nIgor: and installation from scratch as a first-time user.\nIgor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella.\nIgor: So I need to review and refine those.\nIgor: Yeah.\nIgor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet.\nMathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation.\nMathieu: To me feels\nMathieu: weird to publish a website where like some page is just completely wrong.\nMathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that.\nMathieu: This is what we do, et cetera.\nMathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet.\nMathieu: So I feel it goes together.\nIgor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true.\nMathieu: So I will spend time to to to reduce uh the review.\nMathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete.\nIgor: Yeah, okay.\nMathieu: Okay.\nMathieu: Thank you.\nIgor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes.\nIgor: Not sure if we want to do it here.\nIgor: So I can I I can do later in a another call.\nIgor: Let's have it actually.\nIgor: Okay.\nMathieu: Yeah, let's do the update and maybe we need a a reflector meeting.\nIgor: Yeah, yeah, yeah.\nMathieu: Maybe not the internal app.\nIgor: I would love to present something there.\nMathieu: Okay.\nIgor: Right.\nmichal: I can go next.\nmichal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.\nmichal: And we are also ingesting this for search.\nmichal: We are creating chunks.\nmichal: It detects edits.\nmichal: merges and and\nmichal: deletions and updates the the the chunks according accordingly.\nmichal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?\nmichal: That's a question for me.\nMathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.\nMathieu: Do you do the enrichment part too?\nmichal: And no, no.\nmichal: I can do that if that's that's needed.\nMathieu: I b b because otherwise it will I feel it will be super limited, right?\nMathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.\nMathieu: Therefore, I would say enrichment data and I as a minimum.\nMathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.\nNik: No, I think uh you're right that we should definitely include a Apollo search.\nNik: Oh, well, yeah, enrichment.\nNik: But I feel like ideally like whatever we kind of integrate in like whatever enrichment we integrate whatever like information we have about the contact, we should like also include it in the uh search index.\nNik: Because ultimately, you know, like we want to use all the information about the\nNik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts.\nNik: But yeah, I mean, the way it would work is, I think, like, we can basically just use search index for requesting, like, making queries tied to, like, say, podcasts or.\nMathieu: Well the Okay, as for um no no no no no that that's my point like um I see the injection, I don't see how it will help for for the initial uh request, like why we did the injection.\nNik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.\nNik: So like that was the MVP for like in my view for now.\nmichal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.\nNik: Yeah.\nNik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.\nNik: It's it's fine.\nMathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.\nMathieu: That's what I was thinking, enrichment data.\nMathieu: I you talk about um the the little document and tweet attach.\nMathieu: It's maybe something like Miral doesn't fully know or understand this part because ah okay okay okay but it is I it's not attached to contact, but the way uh Miral, uh tell me if I'm wrong.\nNik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.\nMathieu: API documents is uh indexed by search index, right?\nmichal: Uh APA documents.\nmichal: I I don't think so.\nmichal: I haven't written an uh a chunk a chunk a chunker for that.\nMathieu: Ah okay, okay, so maybe not.\nNik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.\nNik: Well I mean I got a new job is a good post.\nNik: Maybe it could be informative but like there's gonna be a lot of spam there too.\nNik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much.\nNik: I think we would have to uh come up with a more complex pipeline to filter out those posts first.\nNik: And I feel like for the MVP that would be an overkill.\nMathieu: Mm-hmm.\nNik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful.\nMathieu: Okay.\nMathieu: Okay.\nmichal: Is is the entity type oh sorry, a quick question.\nMathieu: As for sorry.\nmichal: Is the entity type of API document a document entity?\nMathieu: Ah, yes.\nmichal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.\nNik: Yeah.\nNik: That would make sense, yeah.\nMathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.\nMathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?\nMathieu: Or the document coming from Social Graph.\nMathieu: Yeah, except saying I don't want API\nMathieu: document.\nNik: As a side note, I also wanted to mention that this could be useful for Creatrix as well, because if we have search index for Creatrix, I mean like we can use data index in Creatrix, right?\nMathieu: Okay.\nNik: Like it's not like a proprietary product or anything.\nNik: So this is a way for us to start deploying our foundational tools in real life projects, which is exactly the point of why we're building this.\nMathieu: Mm-hmm.\nNik: And I think this would be used in Creatrix in a way that, like, well, I mean, in Creatrix, it's not that important whether we have a first hop connection, second hop connection, like some random connection in general.\nNik: We just want to search across contexts very easily.\nNik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be.\nNik: We haven't had a conversation, but I feel like there it will be an important component.\nNik: So this is super useful.\nMathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary.\nMathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead.\nNik: Can it just be a webhook?\nNik: Like, we already have the reflector webhook and we can have like an NAA flow.\nNik: I mean, Sergei has already built something like that.\nNik: I mean, we can make it more complex in a way that like we can have a more complex flow.\nNik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right?\nMathieu: Uh I\nNik: Or I guess, no, it\nNik: is available now.\nMathieu: Yeah, exactly.\nMathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo.\nMathieu: We need to validate if this is going to be uh good or not.\nMathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector.\nMathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep.\nMathieu: Good enough, right?\nMathieu: Or meeting prep can have also its own ingestion system.\nMathieu: Just is there any new meeting?\nNik: I think so there are like two user stories inside of one, sort of.\nNik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM.\nNik: And so these are two different flows, in my opinion.\nNik: Not different flows, but like they're slightly different.\nNik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries.\nNik: Maybe we could like even get the user to set the prompt, but I don't know yet.\nNik: Uh it depends on like how many use cases we have.\nMathieu: To me, I don't think it's it feels the same to me in a way that on one way you have reflector with action item or decision stuff that is just from the meeting and the other on the personal\nMathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.\nNik: Well, I mean, uh what I'm saying I guess maybe, maybe.\nmichal: Yeah.\nNik: Or maybe you could have like a check check mark, like send this to my DM as well or something.\nNik: I don't know.\nNik: But yeah, depends.\nNik: Depends.\nMathieu: Yeah, yeah, okay.\nMathieu: Well, let let's validate first.\nNik: Yeah.\nMathieu: Yeah.\nNik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways.\nNik: So that's the main point.\nMathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live?\nMathieu: I have only one constraint here is the personal summary should be accessible in Data Index two.\nMathieu: Okay.\nMathieu: So it will be whatever we do the first one that will generate content that is back into data index.\nMathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it.\nMathieu: Um yeah, that's it.\nMathieu: Um yeah.\nNik: Should it be associated with the meeting itself?\nNik: Like, is there going to be a relationship?\nNik: Okay, cool.\nMathieu: We we have parent ID uh approach on that index.\nMathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector.\nNik: Do we store transcripts as well?\nMathieu: That is uh good enough.\nMathieu: Yep.\nMathieu: It has everything.\nMathieu: It has a full transcript in WebVTT with a person attached and\nMathieu: it has uh the summary long and short.\nmichal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.\nMathieu: Work on top of that.\nMathieu: Uh edit is a thing that on data index we don't have at all.\nMathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.\nmichal: Mm-hmm.\nMathieu: Let's see if we need uh that or not.\nMathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.\nmichal: Okay.\nMathieu: Okay, do we want visualization?\nMathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.\nMathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.\nMathieu: If that is good enough, then yeah, we don't need the big things here.\nMathieu: Okay.\nmichal: Oh okay.\nMathieu: Next one.\nAngel: Hello.\nAngel: Well, hello guys.\nMathieu: Ronald.\nAngel: But today currently we have the big models working.\nAngel: Let me show you very quick.\nMathieu: Yeah.\nAngel: Okay, well, currently we have step sick three two.\nAngel: Yeah, it's working.\nAngel: It's it looks fast, but maybe I want to take a look to the real performance of this.\nAngel: Yeah, currently it is w working as um or using the spot uh spot pricing because yeah, you know, an hour of this is is well\nAngel: m eight dollars, but using it the insert that we need for that on demand, it's tearing.\nAngel: So uh if we want to test, it's it's a good idea to to use initially spot while we select one of the big models or I don't know two of them, or both of them, to work because, yeah, it it it's it's expensive, um but it they are working and we have well, you know how to deploy and uh deploy them if you want to uh and take a look.\nAngel: Um yeah, today apart from that, I'm going to work um in some improvements in the uh provisioning framework because yeah, it's a pending task uh that has had been the prod the precise the productized set.\nAngel: Uh yeah, basically that is my my update.\nMathieu: Do we have a GLM 4.5 air running on B300 constantly?\nMathieu: Or is it still B200?\nAngel: Sorry, sorry, Matthew, which No, currently, no.\nMathieu: Do we have the G I will write it because maybe my English accent.\nMathieu: Sorry, GLM 4.5 Air.\nMathieu: Is it running on B300 all the time?\nAngel: Currently, the only model that is working is forty-five air, the well, the the the two mhm.\nMathieu: Okay.\nMathieu: Yes.\nAngel: Yeah, but we have to or we should choose choose one of these to to to work.\nMathieu: Okay.\nMathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time.\nAngel: Okay.\nAngel: Well, it's because Currently we have this.\nAngel: Uh we have been using this during some months.\nAngel: We have um let me check.\nAngel: No, I'm gonna share again.\nAngel: Sorry.\nAngel: Uh let me let me check.\nNik: Are we using quantized versions of these or no?\nMathieu: What, Nick?\nNik: Are we\nNik: using like quantized versions of these?\nNik: I as in like not even quantized, but like what's the quantization there?\nAngel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly.\nMathieu: Jerhal, Alhal.\nMathieu: Jeral, do you know?\nNik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute.\nMathieu: Uh okay.\nAngel: But we could promote.\nAngel: Let me show you.\nAngel: We have this one now.\nAngel: We have this one.\nAngel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated.\nAngel: We have this one and this.\nAngel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm.\nMathieu: That\nmax: Wait, wha why does the four point five Air use four B two hundreds?\nmax: That's a shit ton of space.\nAngel: Sorry, sorry Mats.\nAngel: What is the question?\nmax: Wha why?\nmax: Like like w why is it that Daniel's version of the Air model needs four times the VRAM?\nAngel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them.\nmax: Why, yeah, but why?\nAngel: Mm well, I I'm not sure much really.\nAngel: I'm not sure.\nmax: I think that's a pretty important, but\nAngel: It uses more it uses more it uses more memories, right?\nAngel: But I I don't understand\nAngel: really why it it Mhm.\nmax: that doesn't that doesn't make any sense to me, like intuitively.\nmax: Why would that be the case?\nMathieu: Well what I remember what I remember from uh the experimentation with Mirad is like on the uh the memory required to have full context and multiple person we require more the more card.\nAngel: Yeah, it it's it's it's strange, but it uses more.\nMathieu: Otherwise you will just uh use full memory and then it's blocked.\nmichal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.\nMathieu: Doesn't work.\nmichal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.\nmax: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?\nmichal: Um can't remember from the top of my head.\nAngel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.\nAngel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.\nmichal: Like it doesn't it it doesn't start at at all.\nmax: But yeah, but Hang on, hang on, hang on.\nmichal: It doesn't generate any any answers.\nmax: I don't feel like we have reached a satisfactory conclusion to this conversation.\nmax: Right?\nmax: Like the AIR model uses about 100 gigs of VRAM.\nAngel: Mm-hmm.\nmax: The B200, a single instance,\nMathieu: Here, yeah,\nMathieu: Max.\nmax: I'm looking at it right now.\nmax: The B200 in a single instance uses 180 gigs of VRAM.\nMathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200.\nmax: Yeah.\nmax: Yeah.\nmax: Yeah.\nMathieu: The problem we have when Miral was also trying to push the context and we were having in LibreChat like why at some point it was blocking.\nAngel: Mm-hmm.\nmax: Yeah.\nMathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory.\nMathieu: So you need a second card.\nNik: But hold up hold on, Matthew, we we're not looking at the right model, I think, because I I think I saw FP eight precision uh on GLM four point nine five a yeah, but oh Q8, okay.\nMathieu: Yes.\nMathieu: I am 4.5 Q8 quantization.\nNik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.\nmax: But it it it does the why would the KV cache be using double the precision of the inference quantization?\nmichal: Yeah, what about the key because\nMathieu: Yeah, no, okay, okay, Evan.\nMathieu: Okay, I put a little bit d down.\nMathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.\nMathieu: Four card.\nmax: Okay.\nMathieu: And you have only one user.\nMathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work.\nMathieu: Uh how many?\nMathieu: Okay, with six card, you can have two user full context.\nmax: All right, I need to\nMathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot\nMathieu: do it, it will just buy uh queue it, so you wait.\nMathieu: But if we want to run full context with this model, we need Rockard.\nmax: um what the fuck um It's just very surprising to me, I guess, that that's the case.\nmax: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes.\nmax: What is it at 64K?\nMathieu: Mm-hmm.\nmax: Is it can you show me?\nmax: Okay, we're still talking more than two.\nMathieu: Ricardo.\nmax: Interesting.\nmax: And and what is it what is it, a thirty-two K?\nmax: Okay.\nMathieu: One is insufficient, two is required.\nmax: Interesting.\nmax: Interesting.\nmax: Okay.\nmax: And then uh a single B three hundred, is it enough?\nMathieu: I don't see that what I was trying to look here, but it's not on the list any.\nmax: Well, we can just use our brains, right?\nmax: 264 gigs versus what's a B300?\nmax: 288.\nMathieu: I don't know which costs less.\nmax: Yeah, it would fit on a so a 32K cache would work on a on a single B300.\nmax: Um without right.\nMathieu: Myself.\nmax: Um it would just just work.\nmax: Um okay that uh I guess I guess uh that's good to know.\nmax: Um the single B3 B200 is what, like five dollars an hour B300?\nmax: Hmm.\nmax: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore.\nmax: Seems like computer's in high demand.\nmax: Okay.\nmax: Sorry for breaking in on this.\nmax: It's just that number raised my head.\nAngel: Oh it's it's yeah, it's important.\nAngel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options.\nAngel: But we have as well the GLM four seats, but it will use you know\nAngel: more GPU, but uh I worked in the spot type of of instances.\nAngel: The same for the DeepSeek one because it uses eight GPUs.\nAngel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time.\nAngel: And the spot may be in business hours initially.\nAngel: I don't know if you agree on that, guys.\nAngel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them.\nMathieu: Yep.\nAngel: And uh oh go on, Matthew.\nMathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate?\nMathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it.\nMathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one.\nMathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience.\nMathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not.\nAngel: Yeah, maybe maybe w well we can\nAngel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that.\nAngel: And we can use initially this the on-demand instances to to evaluate that.\nAngel: It's only Yeah, but it's good to have options.\nMathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system.\nMathieu: Um yeah.\nMathieu: That's about it.\nAngel: But yeah, we have to use it.\nMathieu: Yeah.\nAngel: Thank you guys.\nNik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision?\nNik: Is it the performance significantly worse?\nNik: Because that would save a lot of compute.\nMathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know?\nMathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks?\nMathieu: Are we making it the default?\nMathieu: And it's it's unclear.\nMathieu: That's why we need evaluation.\nNik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics.\nNik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace\nNik: uh for different quantizations and compare those.\nNik: I think that would be a decent enough metric for us to tell whether this is worth it or not.\nNik: And then we can all, of course, like perform an evaluation.\nmichal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.\nMathieu: With it?\nmichal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.\nmichal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.\nNik: Yep, I am not eith bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:49:26 +29ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:26 +2ms service=bus 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type=message.part.updated publishing INFO 2026-01-07T20:49:38 +148ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:38 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:38 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +111ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +187ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +180ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +1ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:39 +21ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:39 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:39 +215ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:39 +204ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:40 +800ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:40 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:44 +4036ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:44 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:44 +10ms service=bus type=message.part.updated publishing |  Bash Search for specific action items assigned to Michal 1.json: "transcript": "Nik: Hey Igor, what's up?\nNik: Hey, Michal, how are you?\nmichal: I'm good.\nmichal: I'm good.\nNik: Good to hear.\nIgor: Joseph.\nNik: Hey Jose, how are you?\nJose: Hey there.\nJose: Can you hear me?\nNik: Yes.\nIgor: Yeah.\nNik: I'm adjusted being Matt to you.\nNik: Matthew.\nNik: I don't know if Juan is gonna be coming.\nNik: He was online 59 minutes ago.\nNik: I'm not sure if he's available.\nNik: Oh, he I think he's he posted something on yeah, so he is sick today.\nNik: So yeah let me just also do Hey everyone.\nMathieu: Yeah, sorry.\nMathieu: Let's go.\nMathieu: How do we start this one?\nNik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.\nMathieu: Yep, you just change something with your MIC gain.\nmichal: It gets it gets very loud.\nNik: Oh sorry, oh oh, I see.\nNik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.\nMathieu: Thank you for the string so here.\nNik: I'm sorry.\nNik: I didn't mean to do that.\nMathieu: I will go first very fast.\nMathieu: We got a meeting with Nick on Friday to confirm some stuff with Max.\nMathieu: On the part that concern my part is we want to have a way in the internal AI project to whitelist or blacklist some domain.\nMathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface.\nMathieu: So I showed that last week.\nMathieu: Um this is good enough for Max to to use the platform, therefore I'm going to fix uh to to make the the Vibecode uh better, uh like from scratch almost.\nMathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email.\nMathieu: So the solution doesn't work, but the\nMathieu: principles stay and the web uh UI stay, etc.\nMathieu: So It's just a matter of moving from Squid proxy to a SOX proxy.\nMathieu: I already did some analysis.\nMathieu: There is none that support SEL the way we want.\nMathieu: So Claude gave me a tiny implementation that fits just our case.\nMathieu: I'm going to double check that if there is not an open source solution easy to use instead.\nMathieu: I did the review of your tag, Nikita.\nMathieu: I think the pull request might be an merge.\nMathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection.\nNik: Oh.\nNik: Don't worry.\nMathieu: Uh that's it.\nMathieu: Uh that's for me.\nMathieu: Next one.\nMathieu: Under me I have Igor.\nMathieu: I have Igor.\nNik: Yeah, I'm gonna go last, just just so so you know.\nAngel: It can go outcome.\nIgor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector.\nIgor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed.\nIgor: Uh I think I already uh reported about uh what exactly it entails.\nIgor: Uh uh separate accounts for everything, separate uh EC two f Etc.\nIgor: and installation from scratch as a first-time user.\nIgor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella.\nIgor: So I need to review and refine those.\nIgor: Yeah.\nIgor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet.\nMathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation.\nMathieu: To me feels\nMathieu: weird to publish a website where like some page is just completely wrong.\nMathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that.\nMathieu: This is what we do, et cetera.\nMathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet.\nMathieu: So I feel it goes together.\nIgor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true.\nMathieu: So I will spend time to to to reduce uh the review.\nMathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete.\nIgor: Yeah, okay.\nMathieu: Okay.\nMathieu: Thank you.\nIgor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes.\nIgor: Not sure if we want to do it here.\nIgor: So I can I I can do later in a another call.\nIgor: Let's have it actually.\nIgor: Okay.\nMathieu: Yeah, let's do the update and maybe we need a a reflector meeting.\nIgor: Yeah, yeah, yeah.\nMathieu: Maybe not the internal app.\nIgor: I would love to present something there.\nMathieu: Okay.\nIgor: Right.\nmichal: I can go next.\nmichal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.\nmichal: And we are also ingesting this for search.\nmichal: We are creating chunks.\nmichal: It detects edits.\nmichal: merges and and\nmichal: deletions and updates the the the chunks according accordingly.\nmichal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?\nmichal: That's a question for me.\nMathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.\nMathieu: Do you do the enrichment part too?\nmichal: And no, no.\nmichal: I can do that if that's that's needed.\nMathieu: I b b because otherwise it will I feel it will be super limited, right?\nMathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.\nMathieu: Therefore, I would say enrichment data and I as a minimum.\nMathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.\nNik: No, I think uh you're right that we should definitely include a Apollo search.\nNik: Oh, well, yeah, enrichment.\nNik: But I feel like ideally like whatever we kind of integrate in like whatever enrichment we integrate whatever like information we have about the contact, we should like also include it in the uh search index.\nNik: Because ultimately, you know, like we want to use all the information about the\nNik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts.\nNik: But yeah, I mean, the way it would work is, I think, like, we can basically just use search index for requesting, like, making queries tied to, like, say, podcasts or.\nMathieu: Well the Okay, as for um no no no no no that that's my point like um I see the injection, I don't see how it will help for for the initial uh request, like why we did the injection.\nNik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.\nNik: So like that was the MVP for like in my view for now.\nmichal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.\nNik: Yeah.\nNik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.\nNik: It's it's fine.\nMathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.\nMathieu: That's what I was thinking, enrichment data.\nMathieu: I you talk about um the the little document and tweet attach.\nMathieu: It's maybe something like Miral doesn't fully know or understand this part because ah okay okay okay but it is I it's not attached to contact, but the way uh Miral, uh tell me if I'm wrong.\nNik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.\nMathieu: API documents is uh indexed by search index, right?\nmichal: Uh APA documents.\nmichal: I I don't think so.\nmichal: I haven't written an uh a chunk a chunk a chunker for that.\nMathieu: Ah okay, okay, so maybe not.\nNik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.\nNik: Well I mean I got a new job is a good post.\nNik: Maybe it could be informative but like there's gonna be a lot of spam there too.\nNik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much.\nNik: I think we would have to uh come up with a more complex pipeline to filter out those posts first.\nNik: And I feel like for the MVP that would be an overkill.\nMathieu: Mm-hmm.\nNik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful.\nMathieu: Okay.\nMathieu: Okay.\nmichal: Is is the entity type oh sorry, a quick question.\nMathieu: As for sorry.\nmichal: Is the entity type of API document a document entity?\nMathieu: Ah, yes.\nmichal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.\nNik: Yeah.\nNik: That would make sense, yeah.\nMathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.\nMathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?\nMathieu: Or the document coming from Social Graph.\nMathieu: Yeah, except saying I don't want API\nMathieu: document.\nNik: As a side note, I also wanted to mention that this could be useful for Creatrix as well, because if we have search index for Creatrix, I mean like we can use data index in Creatrix, right?\nMathieu: Okay.\nNik: Like it's not like a proprietary product or anything.\nNik: So this is a way for us to start deploying our foundational tools in real life projects, which is exactly the point of why we're building this.\nMathieu: Mm-hmm.\nNik: And I think this would be used in Creatrix in a way that, like, well, I mean, in Creatrix, it's not that important whether we have a first hop connection, second hop connection, like some random connection in general.\nNik: We just want to search across contexts very easily.\nNik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be.\nNik: We haven't had a conversation, but I feel like there it will be an important component.\nNik: So this is super useful.\nMathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary.\nMathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead.\nNik: Can it just be a webhook?\nNik: Like, we already have the reflector webhook and we can have like an NAA flow.\nNik: I mean, Sergei has already built something like that.\nNik: I mean, we can make it more complex in a way that like we can have a more complex flow.\nNik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right?\nMathieu: Uh I\nNik: Or I guess, no, it\nNik: is available now.\nMathieu: Yeah, exactly.\nMathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo.\nMathieu: We need to validate if this is going to be uh good or not.\nMathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector.\nMathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep.\nMathieu: Good enough, right?\nMathieu: Or meeting prep can have also its own ingestion system.\nMathieu: Just is there any new meeting?\nNik: I think so there are like two user stories inside of one, sort of.\nNik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM.\nNik: And so these are two different flows, in my opinion.\nNik: Not different flows, but like they're slightly different.\nNik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries.\nNik: Maybe we could like even get the user to set the prompt, but I don't know yet.\nNik: Uh it depends on like how many use cases we have.\nMathieu: To me, I don't think it's it feels the same to me in a way that on one way you have reflector with action item or decision stuff that is just from the meeting and the other on the personal\nMathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.\nNik: Well, I mean, uh what I'm saying I guess maybe, maybe.\nmichal: Yeah.\nNik: Or maybe you could have like a check check mark, like send this to my DM as well or something.\nNik: I don't know.\nNik: But yeah, depends.\nNik: Depends.\nMathieu: Yeah, yeah, okay.\nMathieu: Well, let let's validate first.\nNik: Yeah.\nMathieu: Yeah.\nNik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways.\nNik: So that's the main point.\nMathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live?\nMathieu: I have only one constraint here is the personal summary should be accessible in Data Index two.\nMathieu: Okay.\nMathieu: So it will be whatever we do the first one that will generate content that is back into data index.\nMathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it.\nMathieu: Um yeah, that's it.\nMathieu: Um yeah.\nNik: Should it be associated with the meeting itself?\nNik: Like, is there going to be a relationship?\nNik: Okay, cool.\nMathieu: We we have parent ID uh approach on that index.\nMathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector.\nNik: Do we store transcripts as well?\nMathieu: That is uh good enough.\nMathieu: Yep.\nMathieu: It has everything.\nMathieu: It has a full transcript in WebVTT with a person attached and\nMathieu: it has uh the summary long and short.\nmichal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.\nMathieu: Work on top of that.\nMathieu: Uh edit is a thing that on data index we don't have at all.\nMathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.\nmichal: Mm-hmm.\nMathieu: Let's see if we need uh that or not.\nMathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.\nmichal: Okay.\nMathieu: Okay, do we want visualization?\nMathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.\nMathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.\nMathieu: If that is good enough, then yeah, we don't need the big things here.\nMathieu: Okay.\nmichal: Oh okay.\nMathieu: Next one.\nAngel: Hello.\nAngel: Well, hello guys.\nMathieu: Ronald.\nAngel: But today currently we have the big models working.\nAngel: Let me show you very quick.\nMathieu: Yeah.\nAngel: Okay, well, currently we have step sick three two.\nAngel: Yeah, it's working.\nAngel: It's it looks fast, but maybe I want to take a look to the real performance of this.\nAngel: Yeah, currently it is w working as um or using the spot uh spot pricing because yeah, you know, an hour of this is is well\nAngel: m eight dollars, but using it the insert that we need for that on demand, it's tearing.\nAngel: So uh if we want to test, it's it's a good idea to to use initially spot while we select one of the big models or I don't know two of them, or both of them, to work because, yeah, it it it's it's expensive, um but it they are working and we have well, you know how to deploy and uh deploy them if you want to uh and take a look.\nAngel: Um yeah, today apart from that, I'm going to work um in some improvements in the uh provisioning framework because yeah, it's a pending task uh that has had been the prod the precise the productized set.\nAngel: Uh yeah, basically that is my my update.\nMathieu: Do we have a GLM 4.5 air running on B300 constantly?\nMathieu: Or is it still B200?\nAngel: Sorry, sorry, Matthew, which No, currently, no.\nMathieu: Do we have the G I will write it because maybe my English accent.\nMathieu: Sorry, GLM 4.5 Air.\nMathieu: Is it running on B300 all the time?\nAngel: Currently, the only model that is working is forty-five air, the well, the the the two mhm.\nMathieu: Okay.\nMathieu: Yes.\nAngel: Yeah, but we have to or we should choose choose one of these to to to work.\nMathieu: Okay.\nMathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time.\nAngel: Okay.\nAngel: Well, it's because Currently we have this.\nAngel: Uh we have been using this during some months.\nAngel: We have um let me check.\nAngel: No, I'm gonna share again.\nAngel: Sorry.\nAngel: Uh let me let me check.\nNik: Are we using quantized versions of these or no?\nMathieu: What, Nick?\nNik: Are we\nNik: using like quantized versions of these?\nNik: I as in like not even quantized, but like what's the quantization there?\nAngel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly.\nMathieu: Jerhal, Alhal.\nMathieu: Jeral, do you know?\nNik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute.\nMathieu: Uh okay.\nAngel: But we could promote.\nAngel: Let me show you.\nAngel: We have this one now.\nAngel: We have this one.\nAngel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated.\nAngel: We have this one and this.\nAngel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm.\nMathieu: That\nmax: Wait, wha why does the four point five Air use four B two hundreds?\nmax: That's a shit ton of space.\nAngel: Sorry, sorry Mats.\nAngel: What is the question?\nmax: Wha why?\nmax: Like like w why is it that Daniel's version of the Air model needs four times the VRAM?\nAngel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them.\nmax: Why, yeah, but why?\nAngel: Mm well, I I'm not sure much really.\nAngel: I'm not sure.\nmax: I think that's a pretty important, but\nAngel: It uses more it uses more it uses more memories, right?\nAngel: But I I don't understand\nAngel: really why it it Mhm.\nmax: that doesn't that doesn't make any sense to me, like intuitively.\nmax: Why would that be the case?\nMathieu: Well what I remember what I remember from uh the experimentation with Mirad is like on the uh the memory required to have full context and multiple person we require more the more card.\nAngel: Yeah, it it's it's it's strange, but it uses more.\nMathieu: Otherwise you will just uh use full memory and then it's blocked.\nmichal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.\nMathieu: Doesn't work.\nmichal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.\nmax: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?\nmichal: Um can't remember from the top of my head.\nAngel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.\nAngel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.\nmichal: Like it doesn't it it doesn't start at at all.\nmax: But yeah, but Hang on, hang on, hang on.\nmichal: It doesn't generate any any answers.\nmax: I don't feel like we have reached a satisfactory conclusion to this conversation.\nmax: Right?\nmax: Like the AIR model uses about 100 gigs of VRAM.\nAngel: Mm-hmm.\nmax: The B200, a single instance,\nMathieu: Here, yeah,\nMathieu: Max.\nmax: I'm looking at it right now.\nmax: The B200 in a single instance uses 180 gigs of VRAM.\nMathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200.\nmax: Yeah.\nmax: Yeah.\nmax: Yeah.\nMathieu: The problem we have when Miral was also trying to push the context and we were having in LibreChat like why at some point it was blocking.\nAngel: Mm-hmm.\nmax: Yeah.\nMathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory.\nMathieu: So you need a second card.\nNik: But hold up hold on, Matthew, we we're not looking at the right model, I think, because I I think I saw FP eight precision uh on GLM four point nine five a yeah, but oh Q8, okay.\nMathieu: Yes.\nMathieu: I am 4.5 Q8 quantization.\nNik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.\nmax: But it it it does the why would the KV cache be using double the precision of the inference quantization?\nmichal: Yeah, what about the key because\nMathieu: Yeah, no, okay, okay, Evan.\nMathieu: Okay, I put a little bit d down.\nMathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.\nMathieu: Four card.\nmax: Okay.\nMathieu: And you have only one user.\nMathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work.\nMathieu: Uh how many?\nMathieu: Okay, with six card, you can have two user full context.\nmax: All right, I need to\nMathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot\nMathieu: do it, it will just buy uh queue it, so you wait.\nMathieu: But if we want to run full context with this model, we need Rockard.\nmax: um what the fuck um It's just very surprising to me, I guess, that that's the case.\nmax: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes.\nmax: What is it at 64K?\nMathieu: Mm-hmm.\nmax: Is it can you show me?\nmax: Okay, we're still talking more than two.\nMathieu: Ricardo.\nmax: Interesting.\nmax: And and what is it what is it, a thirty-two K?\nmax: Okay.\nMathieu: One is insufficient, two is required.\nmax: Interesting.\nmax: Interesting.\nmax: Okay.\nmax: And then uh a single B three hundred, is it enough?\nMathieu: I don't see that what I was trying to look here, but it's not on the list any.\nmax: Well, we can just use our brains, right?\nmax: 264 gigs versus what's a B300?\nmax: 288.\nMathieu: I don't know which costs less.\nmax: Yeah, it would fit on a so a 32K cache would work on a on a single B300.\nmax: Um without right.\nMathieu: Myself.\nmax: Um it would just just work.\nmax: Um okay that uh I guess I guess uh that's good to know.\nmax: Um the single B3 B200 is what, like five dollars an hour B300?\nmax: Hmm.\nmax: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore.\nmax: Seems like computer's in high demand.\nmax: Okay.\nmax: Sorry for breaking in on this.\nmax: It's just that number raised my head.\nAngel: Oh it's it's yeah, it's important.\nAngel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options.\nAngel: But we have as well the GLM four seats, but it will use you know\nAngel: more GPU, but uh I worked in the spot type of of instances.\nAngel: The same for the DeepSeek one because it uses eight GPUs.\nAngel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time.\nAngel: And the spot may be in business hours initially.\nAngel: I don't know if you agree on that, guys.\nAngel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them.\nMathieu: Yep.\nAngel: And uh oh go on, Matthew.\nMathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate?\nMathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it.\nMathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one.\nMathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience.\nMathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not.\nAngel: Yeah, maybe maybe w well we can\nAngel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that.\nAngel: And we can use initially this the on-demand instances to to evaluate that.\nAngel: It's only Yeah, but it's good to have options.\nMathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system.\nMathieu: Um yeah.\nMathieu: That's about it.\nAngel: But yeah, we have to use it.\nMathieu: Yeah.\nAngel: Thank you guys.\nNik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision?\nNik: Is it the performance significantly worse?\nNik: Because that would save a lot of compute.\nMathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know?\nMathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks?\nMathieu: Are we making it the default?\nMathieu: And it's it's unclear.\nMathieu: That's why we need evaluation.\nNik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics.\nNik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace\nNik: uh for different quantizations and compare those.\nNik: I think that would be a decent enough metric for us to tell whether this is worth it or not.\nNik: And then we can all, of course, like perform an evaluation.\nmichal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.\nMathieu: With it?\nmichal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.\nmichal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.\nNik: Yep, I am not either.\nNik: So but I feel like that would save that would save bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:49:45 +233ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:45 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:45 +1ms service=bus type=message.updated publishing Let me create a more targeted search to identify specific action items for Michal: INFO 2026-01-07T20:49:45 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:45 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:49:45 +0ms service=session.prompt step=9 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:49:45 +36ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:45 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:49:45 +7ms service=bus type=session.diff publishing INFO 2026-01-07T20:49:45 +15ms service=bus type=message.updated publishing INFO 2026-01-07T20:49:45 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:49:45 +1ms service=tool.registry 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service=session.prompt status=completed duration=12 resolveTools INFO 2026-01-07T20:49:45 +12ms service=session.processor process INFO 2026-01-07T20:49:45 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:45 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:45 +8ms service=bus type=session.status publishing ERROR 2026-01-07T20:49:45 +656ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:45 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:55 +9275ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:55 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:55 +3ms service=bus type=message.part.updated publishing INFO 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type=message.part.updated publishing INFO 2026-01-07T20:49:55 +166ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:49:56 +537ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:56 +1ms service=default e=NotFoundError rejection INFO 2026-01-07T20:49:57 +1656ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:57 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:57 +6ms service=bus type=message.part.updated publishing |  Bash Search for action items for Michal in file 4.json "transcript": "Mathieu: Hello Yes, yes.\nJose: Yeah.\nNik: It's been a while.\nMathieu: Full morning with speaker and microphone.\nMathieu: When do we work?\nMathieu: Okay, let's see Miral Igor is off.\nMathieu: And Sergei is off.\nNik: Oh, Sergei is up today.\nMathieu: I mean, uh, active four minutes ago.\nMathieu: Uh, Igor, active forty-four minutes ago.\nNik: Let's see.\nNik: Did they say anything in the social?\nNik: No.\nmichal: Hello.\nNik: Hey, Michael, how are you?\nMathieu: Okay.\nMathieu: I would think Okay, so n normally it should be demo day.\nMathieu: Um but Nick, I'm opening the the door.\nMathieu: Do you want to go through the business objective and uh see how is everyone doing?\nNik: Sure.\nMathieu: Or should we do the demo?\nNik: It would be nice to also have Quan and Sergei here, at the very least.\nMathieu: Yep.\nNik: Before we start.\nNik: But I mean, I I could start.\nNik: I guess so today, this morning, Matthew and I had a long conversation about the direction and stuff like that.\nNik: And we basically talked a lot about hotness, about personal CRM, because these are like the main kind of oh, and also security, these are the top three priorities that we currently have.\nNik: And yeah, so tied to hotness, we we're still kind of like doing a back and forth as to whether like where it should live.\nNik: Because right now it lives on contact DB.\nNik: We're not sure if it should live there because I mean, it depends on the approach and the heuristic and stuff like that.\nNik: Okay, Sergei is AFK.\nNik: Okay, then we don't have to wait.\nNik: But yeah, I guess a deeper discussion will be done on Monday with Juan and Mathieu, because I think we had a lot of stuff in there.\nNik: So also tied to social graph.\nNik: I was thinking about how to implement search index in the social graph and\nNik: Matthew had a great idea to basically just create a new data type, entity type in data index.\nNik: Uh called contact and basically search across different contacts.\nNik: And that could be good enough for us at the very beginning.\nNik: And then we could have like an LLM built on top of that and maybe make LLM calls to like find investors or find people that have some sort of association with podcasts and stuff like that.\nNik: Yeah, just like any type of people in your second hop network.\nNik: I feel like that could be an instant value add in terms of Max has been searching for a lot of people in his network.\nNik: So if we get this to work well, that'll be good.\nNik: So tied to the personal CRM stuff, I think, Jose, I think the a good first step, and I think you're already doing that, is basically Basically, taking the personal CRM that Max built, putting it in the monorepo, and then implementing just like the basics, contact DB, maybe search index, and stuff like that.\nJose: Yeah.\nJose: Just a quick update on that.\nJose: I started like digging into the personal CRM that Max built.\nJose: It has a bunch of stuff that it's not really used.\nJose: It was using like a mock API.\nJose: So I'm just like taking the front end.\nJose: Also, it has models and APIs for what we already have, which is contact threads and the search.\nJose: So I'm like only extracting the front end.\nJose: and making it uh putting it into a composer and putting it into monorepo apps following uh the patterns we're using there.\nJose: Um yeah, that's it.\nNik: Okay.\nJose: I I I haven't uh I I mean haven't been able to run it yet into the platform, but I mean that's what I'm\nJose: doing.\nNik: Yeah.\nNik: So one other thing is that Matthew mentioned that we technically have daily digest and threads implemented.\nNik: So that could be like once we have at least the basics like contacts and whatever we can build off of those, maybe we can also like integrate.\nNik: Threads and what's the other one?\nJose: Projects data jets, contacts, threads, search index and project.\nNik: Data digest.\nNik: Yeah.\nMathieu: Uh I I think it will require anywhere um like work to be implemented.\nNik: Yeah.\nNik: That would be the second step.\nMathieu: Like Daily Digest is is um is like a worker.\nMathieu: You you need something that runs in the background that will normally it was trigger every morning, but maybe this this is not the the flow we want, right?\nMathieu: Uh so yeah, uh I think every page we need to figure out what's what's the strategy to implement it.\nJose: Yeah.\nMathieu: And uh so they may maybe not put everything on Ros��.\nJose: I don't mean to build it, but to use whatever you did with Daily Digest to couple it today.\nMathieu: Yeah but that that's a point I I think well you can you can give it a try let me know um it's just you you will see the code is just for Daily Digest.\nMathieu: I mean the algorithm is there, but it's not like it's not an API.\nMathieu: There is no API on Daily Digest that will give you the threads that you can answer.\nMathieu: So you are going to be in front of not like ContactDB and data index.\nMathieu: That's a the problem.\nNik: I think it's a good thing because this way we can also like maybe Jose, you can come up with like a list of things that are lacking.\nNik: So like you don't have to build everything.\nMathieu: Exactly.\nNik: You just\nNik: come up with a list that like is required.\nNik: Like, oh, I need this from Daily Digest.\nNik: I need this from ContactDB and so on and so forth.\nNik: And of course like the hotness thing, that's like a hot topic, no pun intended.\nJose: Yeah.\nNik: So we have to think about that as well with Juan.\nNik: And it's probably going to be it's probably going to live.\nNik: I mean, it could live on ContextDB.\nNik: It could live on personal CRM.\nNik: We haven't fully concluded that.\nNik: But yeah.\nNik: I think on Monday it's going to be clear.\nNik: Yeah.\nMathieu: I hope.\nNik: So.\nNik: Yeah, I hope so.\nNik: So Michal, are there so we currently have a few things.\nmichal: Yeah.\nNik: I guess one thing would be just like adding contact to contactDB.\nNik: It's a pretty straightforward task, right?\nNik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.\nNik: Do you think that that would be good?\nNik: Because, like, on top of this, we can build an app right away, pretty much.\nmichal: Yeah, I agree.\nNik: Would that work?\nmichal: Take yeah, I can take it.\nNik: Cool.\nNik: Sounds good.\nNik: Yeah, I think this is the best thing you can work on because you also worked on search index.\nNik: So I think this is perfect.\nNik: Um but yeah, um\nMathieu: Uh as I I I think to sync the the contact um Miral, you might need a query that is missing from contact DB is having the list of contact that change uh since an update.\nMathieu: Like you know, if you do an ingestor, you are going to have uh I think in the contact we have an updated at, something like that.\nMathieu: So when you sync everything, how do you sync another new contact\nMathieu: that got updated into data index?\nMathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good.\nMathieu: Yeah, that's it.\nmichal: Okay.\nNik: Yeah, so um another thing that I just wanted to mention kind of like on more on the global level uh is that we would like to have some sort of way to validate the ideas at least like ourselves as in like oh d is this actually going to be useful?\nNik: Is what I'm building gonna be useful and maybe the way we can do this is like uh once we build something maybe have a demo.\nNik: And like at least share it across the the team.\nNik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example.\nNik: So for example, like search index could be uh or like not just searching index, but like the uh feature Michal is gonna be building is gonna be useful for um something like warm introductions or like searching across contacts in ContactDB.\nNik: Like second and first hop contacts.\nNik: And then for personal CRM, like it's kind of obvious.\nMathieu: Yeah.\nNik: But yeah, like maybe each tab would have its own kind of value.\nNik: And again, like it's obvious on one hand, it's not super obvious on the other hand, because we don't have hopness.\nNik: So if, in terms of like business value, something's unclear, feel free to reach out to me.\nNik: Uh and let's just like kind of have this process going because I feel like Max is also going to appreciate this, like just having more context as to what we're building and like more transparency here.\nMathieu: Um getting\nMathieu: feedback was yes one problem we were having uh right.\nMathieu: Um what about so this morning we talk uh we think like it would be nice just to have a meeting with Max and we put something in the calendar and we ask the question directly.\nMathieu: Do you think that we should not just keep track on Zulip but saying like Uh maybe on a final something like uh like I I was thinking the notion table, like hey, this is uh one proposal has been submitted, still waiting from the feedback and it's like a page.\nMathieu: We have a f the format, we put the demo, we put the business, like has it been validated or not, what's missing?\nMathieu: And then at any time we can track on all the proposals we did because I feel like right now We have some, we did some in the past, but it's also missed into Zulip, you know.\nMathieu: And if you try to look at it, like what was the timeline on that, maybe with data index, or we could try to get it out, but maybe having a place where we have on like tracking proposals, basically, this is a proposal, this is a status, has been.\nMathieu: Validated or not by the client, something simple that doesn't really take time.\nMathieu: This is a demo that we get out of it, you know, as a backup document.\nMathieu: What do you think?\nNik: Yeah, yeah, I think I think that's a great idea.\nNik: What we can do about this is like maybe for each product that we're building, we can have like iterations and then like explaining the why we did the next iteration or like what needs to be done in the next iteration, and then like why we did this and\nNik: why we did that, and maybe like have links to other proposals.\nMathieu: That that looks like the checking, you know.\nMathieu: Yeah, exactly.\nMathieu: That I was trying to go to the way where you have the less fill and that's not fully duplicated or Zulip, because I feel like the meeting every time it's like the thing, what we do is like where we were and where we go.\nMathieu: Yeah, it was just validating proposal by the clients.\nNik: Yeah, but I I feel like for i if um so I feel like the downside of check-ins is the fact that everyone has their own kind of like check-in system.\nNik: It's not like fully s systematized, uh plus it's not uh grouped by product.\nNik: And I feel like that could make it harder to keep track of like the the path, the product path, basically.\nNik: So like, how did we get from this starting point to this like current point?\nMathieu: Okay.\nNik: It would be nice to like keep track of like maybe the screenshots, maybe like videos, like whatever videos we, okay.\nMathieu: Okay.\nNik: I'm gonna, I'm just gonna create like a page and structure it, maybe give like an example of how to structure it.\nNik: And yeah, just go from there.\nMathieu: In Athene we can do a document template also.\nMathieu: So if uh on the main page uh we can just uh like uh duplicate or create uh like add a new page and we select the template of a proposal or something and then boom, you just have to fill the field.\nMathieu: That might be a really uh easy step.\nNik: Yeah.\nMathieu: Okay.\nNik: Yeah.\nNik: I think so now I just want to give some context as to why we're doing this, because this feels useless and like extra work.\nNik: I feel like\nNik: the reason we're doing this is because for Max, it's kinda hard to keep track of what's going on because he's not always with us in the meetings.\nNik: And on the other hand, it's also like not easy to keep track of all the features that we need to build.\nNik: Uh keep track of all the feedback and stuff like that.\nNik: And plus, Max also mentioned uh in one of the calls that like we're not going the extra mile.\nNik: So like we've built something, but like there is no way for us to see what we built easily or like demo it.\nNik: So I feel like this document could help us in some sort of way.\nNik: And it would definitely like be valuable for for the entire team.\nNik: In for the company, like even like pitching products to investors, this could help to an extent.\nNik: Like at least like, oh, I have a place with all the demos and with all the iterations on the product.\nNik: And here's how we did this.\nNik: Here's how we did that.\nNik: I think this is the reason we're doing this.\nMathieu: Mm-hmm.\nMathieu: Yep.\nMathieu: Agree.\nNik: It's like, it's not going to be useless.\nNik: It's definitely going to be like valuable.\nNik: Not as fun as doing all the engineering, but it needs to be done.\nMathieu: Yep.\nMathieu: Okay.\nMathieu: I kind of want to do a demo of uh some stuff I did.\nMathieu: Is it okay?\nNik: Sounds good.\nNik: Yep.\nMathieu: Um um just to to to show into things with uh people that may have not seen one of the demo and proposal was about how do how can we have Max being um uh confident enough to use the platform uh and be security wise good enough?\nMathieu: Meaning, how can we have some sort of introspection to make\nMathieu: sure like we have some visibility of what is happening?\nMathieu: So the very, very simple idea was to put all the application under a proxy.\nMathieu: It's a screen proxy that is running.\nMathieu: And in the screen proxy, there is an SEL that is calling an API.\nMathieu: This is a proxy dashboard.\nMathieu: And every time we do something, it will just Um if it's not accepted as a rule, you will see like hey, there is a tentative of connection from the L Digest to the light LLM not track.\nMathieu: It's cool because actually this I didn't saw it yesterday.\nMathieu: And because it's like a cron tab, it just happened.\nMathieu: So I can allow, I can make like uh oops, well, I just allowed it.\nMathieu: Um yeah, okay, any port, like any port on the on the destination here, not good.\nMathieu: But anyway, this is all the the rule I have.\nMathieu: This is all the request log.\nMathieu: Uh I think I can oh, sorry.\nmichal: And Matthew, I d I don't think you are sharing the right window or the right screen.\nMathieu: Thank you for letting me know better, huh?\nMathieu: Okay, I don't know if you guys saw the video or what, but just wanted to make sure and to discuss, just to say where we want to go is let's say if I remove the rule of Apollo that is there.\nMathieu: I'm sorry, it's not really good.\nMathieu: A pay Apollo, ma'am, I go to contact DB.\nMathieu: I will take, I don't know who is this person, 100 data.\nMathieu: Didn't work on pending request.\nMathieu: I'd have here contact DB Apollo.\nMathieu: If I allow and I retry, it will just work.\nMathieu: Yeah, maybe I actually have nothing on that.\nMathieu: I may have nothing on this person.\nNik: Can try a different one,\nMathieu: If I\nMathieu: get this, yeah, for example, on Macs I have, but if I remove the one I just created and I retry.\nNik: maybe yourself.\nNik: Oh, that's it doesn't have\nMathieu: It worked.\nMathieu: Great demo, Mathieu.\nMathieu: Could it be Enter also, maybe?\nMathieu: Enter.\nMathieu: Let's select Enter.\nMathieu: Then I have nothing.\nMathieu: Because I see the pending request was Apollo.\nMathieu: So maybe the data was coming from Enter?\nMathieu: Exactly.\nMathieu: Now I have nothing, and on the pending request, I have both.\nMathieu: How does it solve the problem with Macs?\nMathieu: This is where I have an opinion that I think is not going to fully solve.\nMathieu: Like even if we have a nice dashboard saying ah this was the number of request blocks, the error rate, what is happening per container, is if you go to the side of the user.\nMathieu: Okay, it clicks on which data.\nMathieu: What kind of information we could put up?\nMathieu: So just to say technically, what we were thinking is when a pending request is coming, we know I resolve the container from the IP.\nMathieu: So I have the name of the container.\nMathieu: And because it's just the connect part of the proxy, you don't have the URL, you don't have the content of the body or whatever.\nMathieu: You just know it wants to connect to this host at this port.\nMathieu: One idea was we could have a web socket that have rooms that sends that into a room and say, hey, the container contact DB backend is trying to access to this.\nMathieu: And here in the front end, we could have a component that automatically is going to listen to the web socket, is going to receive a pending request.\nMathieu: So when you could hold the request, not responding directly, not allowed, because we are in control of that.\nMathieu: So\nMathieu: we could delay a little bit.\nMathieu: And when you click on rich data, you will have a pop-up saying like, hey, contact DB backend, try to access to api.apollo.io.\nMathieu: Okay.\nMathieu: Now the more we think we iterate with Nick and the more I think about that, is it a good UX?\nMathieu: And this is where we think it might not be in a way that how somebody like Jordan, Hannah, et cetera, is going to know.\nMathieu: What is Apollo.io and if it's going to be okay, and how are we protecting or any kind of data exfiltration?\nMathieu: Absolutely not.\nMathieu: So, to me, there was two things.\nMathieu: One will be, and it's almost no change on our code, for every HTTP request we do everywhere into the app, we could add HTTP header.\nMathieu: And for example, the unreached data, when we do the request to Apollo, we could say we add an HTTP header like the intent, like who is it and what is the intent?\nMathieu: And the intent will be unreach the data of Max Crayer.\nMathieu: Okay.\nMathieu: And so in the pop-up, instead of saying contact DB try to access to API Apollo machine, we could say contact DB try to unreach the data of Max Max Crayer.\nMathieu: By connecting to this server, are you okay or not?\nMathieu: Like we give an intent to all the requests.\nMathieu: So one thing, for example, as weird stuff that happened to me when I used the system is when I tried to I was there, I don't remember, and I see contact uh data index try to access to user.fm.\nMathieu: And I did not realize that user.fm was actually the domain.\nMathieu: that is used for the fast mail configuration here.\nMathieu: It's user.fm, the ICS calendar.\nMathieu: So I was also kind of lost like\nMathieu: what is this pending request, should I accept it or not.\nMathieu: So I think like adding this will help the UX and let the user know what is the intent of the request if it has been blocked.\nMathieu: And yes, and another path of um helping will be and that's need to be studied can uh like I know Anrel you use uh you install Presidio, but uh I think none of us really go into it and see what can be done uh with it.\nMathieu: So I'm going to have a look like how will these frameworks from Microsoft help to see if we can have some alert of data extraction or something bad happening, whatever.\nMathieu: Okay.\nMathieu: That's any any feedback?\nMathieu: If none?\nMathieu: Okay.\nmichal: I like it this could this could w this could work work on our apps, but I wonder about requests coming from LibreChat, like web search.\nMathieu: That's about it for the demo.\nNik: Love it.\nMathieu: I think it will it will say the same pattern.\nMathieu: Maybe there won't be the HTTP header in intent, right?\nMathieu: But maybe we can have some rules or some some label on the docker environment variable.\nMathieu: I don't know.\nMathieu: Say I think more the the docker labels because okay I'm sorry I'm um excited about that but let's let's go it in another way.\nmichal: Yeah.\nMathieu: I we are in control of the proxy API in the proxy API I do a docker resolution from the IP to the label actually I'm listing all the container To know all the IPs and to be able to match the name of the container to show the name instead of the IP.\nMathieu: That works.\nMathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some\nMathieu: more rules or label or stuff put in the container that then the API can request and see.\nmichal: Yeah.\nMathieu: Like at the same time, ah, it's this container.\nMathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that.\nMathieu: Or another path is today, as I say, we just have the connect with the host and the port, right?\nMathieu: To be able to see the request, we need to share the CA.\nMathieu: So the other idea will be we create a CA certificate, we put it in all our container as a trust CA.\nMathieu: And therefore, we can decrypt the SSL transaction, like SSL exchange.\nMathieu: We can extract the content, and from the content, maybe we can also do something more smarter, like it looks like something okay or not something okay.\nMathieu: Same a little bit like procedure when we analyze the LLM calls.\nmichal: Yeah.\nMathieu: Maybe there is a system that is more I mean, I was working on network and firewall stuff, like all the deep inspection, there is sometimes some scanner that indicates if the request is good or not good.\nMathieu: With some signature database, maybe something like that could help.\nMathieu: I don't know.\nMathieu: But we need the content.\nMathieu: And right now, the demo doesn't have any content.\nMathieu: But it should be easy to do.\nMathieu: So yeah.\nMathieu: That's it.\nMathieu: Anybody else want to share something?\nMathieu: Or any more um\nAngel: Well, uh been working on deploying the big models based on the Daniel work.\nAngel: Maybe we will have to to review after some tests on the models what is the current duration that we have to decide about that because currently we are using GLM for five air.\nAngel: It works well.\nAngel: And we don't have problems with the GPU availability these moments, but\nAngel: the idea is to deploy a big model and maybe analyze if the cost of to have that model is better than to have the a big model in business hours and the air model maybe at nights or weekends.\nAngel: So we have to analyze and first of all that we need to check that the model works well with the Current development status, right?\nAngel: Because we cannot deploy and start to use it, and maybe it has not a good performance with the application.\nAngel: So the idea is to complete the work currently and have GLM for SITS.\nAngel: And the idea is to have DeepSeq tomorrow if everything is okay, because it uses another architecture.\nAngel: So maybe it can.\nAngel: It's possible that it doesn't work.\nAngel: And to start to test using a sandbox deployment, it means on demand to test the performance and after that to make decisions.\nAngel: That is the status of the model deployment.\nAngel: And I wanted to share something.\nAngel: It's a tool.\nAngel: You can see how to sh okay.\nAngel: This is something only an additional thing.\nAngel: I I work sometimes with students in the university to maybe in some entrepreneurship staff and you know and we use usually these tools no let me see this one this one it's a simple tool the idea is not to add more Something like bureaucracy to the process, but it's a good tool that we use to prioritize ideas when someone has an idea in the team.\nAngel: Basically, we evaluate super quick in an iteration or two where the idea we can locate the idea in our context, right?\nAngel: A super typical way to do it is to divide the grid in these quadrants.\nAngel: So For example, we have low value, high value, low effort, or high effort.\nAngel: You\nAngel: can give the direction how you feel is better.\nAngel: But the idea is to say, okay, this is super important.\nAngel: We need to do this right now, or this can be due later.\nAngel: This is not important.\nAngel: We can ignore it.\nAngel: That is not a bad idea, or something like that.\nAngel: And to use this is super easy to make decisions.\nAngel: Makes the decision documented in a quick way.\nAngel: And another tool that we use usually is this one.\nAngel: After a student gives an emo, right, we complete this format, filling this stuff.\nAngel: For example, I like this of the idea, or I wish that this could do something additional.\nAngel: Questions around the after the demo and new ideas that we get from the presentation, right?\nAngel: They are simple tools, but it can be useful to document the experimentation and to maybe make decisions for to advance the projects.\nAngel: I don't know, maybe it can be useful, but yeah, I wanted to share with the team that.\nMathieu: It was nice.\nNik: Yeah, yeah, it looks good.\nNik: Looks good.\nAngel: I'm gonna share that with with with the team and the well, and it can be useful maybe.\nNik: Yes.\nNik: Yeah, I think for feedback capture, I think that that's like pretty much what I've been thinking about.\nNik: I mean, not like in the access thing, but just like as a list.\nNik: But for prioritization, I have a hunch that right now the way we're prioritizing things is basically based on the user feedback and not you know well I mean we can't still like prioritize tasks this way but I feel like currently we're just like prioritizing projects because like we're a relatively small team too but yeah I think I think this is definitely worth considering.\nMathieu: Yeah.\nNik: For feedback, definitely a hundred\nNik: percent.\nNik: Looks good.\nMathieu: There was another demo I uh wanted just to say to the team on the mono repo.\nMathieu: There is a pre-commit validation that has been uh added yesterday and it's like All the pre commit is uh normally running every time we do a commit locally, uh if everybody installed, but in case we miss to install or there is some other automated that uh I don't know, commit that is purchased not doing it, we have a catch on the CI C D.\nMathieu: And hell, I didn't use trying to to extract the artifact out of it, but at least like I separated the pre commit instead of running all the pre commit into one action.\nMathieu: I separated that action makes sense and maybe some could be just avoided if we didn't touch anything to Python, for example, stuff like that.\nMathieu: But um yeah, it's like all the code quality is about the white space, stuff like that.\nMathieu: Uh git stick running, rough is running, Bundy added Semgrad, and if we want like SemGrad doesn't pass, I don't know why.\nMathieu: Uh this is where the Actify will be nice, but right now at least you can see and have like a Uh one finding, I don't know.\nMathieu: This is a finding dynamic value being used in URL lib.\nMathieu: Okay, with URL open or whatever in the squid check rule.\nMathieu: Okay, that's it.\nMathieu: Some need to be fixed or need to be ignored, but at least now it's running on all the new pull requests.\nMathieu: And thanks to UNREL with the cache.\nMathieu: It doesn't take that long as you can see where is it?\nMathieu: Uh no, it's also commit ten seconds.\nMathieu: How do you see uh the was not validate platform validate pre commit?\nMathieu: Okay, it took\nMathieu: two minutes thirty uh but it's just this one's a setup uh I still need to pass through it.\nMathieu: Maybe there is a way to cache it into a little bit better, but There is like one general action that is using the cache to uh use a new uh precommit installation and then it's running one by one all the check of the precommits.\nMathieu: Meaning also, just to make sure everybody understand, if we add something into the precommit, we also need to add the related CI C D corresponding to the new pre commit we added, because it it won't do it by itself.\nMathieu: Um yeah, that's it.\nmichal: Mm-hmm.\nMathieu: And there is no pre-commit on the JavaScript code or TypeScript code.\nMathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same.\nMathieu: But my screen on this GS part is a little bit not great.\nmichal: I I have one s yeah, I I have one thing from my side.\nmichal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.\nmichal: Uh so I added that and also ingesting DMs.\nmichal: Uh I can't demo because my local setup is broken at the moment.\nmichal: So sorry about that.\nmichal: Um uh and I have two two questions.\nmichal: Uh like one is what what like what do we do with uh the personal meeting summary?\nmichal: I kind of held off on that because I\nmichal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.\nmichal: Uh like and also I'm like unsure.\nmichal: if this is a priority for for us for now and where where that should where that should live.\nmichal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.\nmichal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?\nNik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.\nNik: And like I want to see the demo and I want to show it to Max and I wa bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:49:57 +65ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:57 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:49:57 +4ms service=bus type=message.updated publishing Let me search more specifically in file 4.json 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service=tool.registry status=started glob INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started write INFO 2026-01-07T20:49:57 +1ms service=tool.registry status=started task INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:49:57 +1ms service=tool.registry status=completed duration=2 read INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-07T20:49:57 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:49:57 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:49:57 +2ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-07T20:49:57 +9ms service=session.processor process INFO 2026-01-07T20:49:57 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:49:57 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:49:57 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:49:58 +808ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:49:58 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:08 +9768ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +12ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +93ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +55ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:08 +53ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:50:09 +713ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:09 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:09 +493ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:09 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:10 +20ms service=bus type=message.part.updated publishing |  Bash Search for specific action items related to Michal's responsibilities 1.json: "transcript": "Nik: Hey Igor, what's up?\nNik: Hey, Michal, how are you?\nmichal: I'm good.\nmichal: I'm good.\nNik: Good to hear.\nIgor: Joseph.\nNik: Hey Jose, how are you?\nJose: Hey there.\nJose: Can you hear me?\nNik: Yes.\nIgor: Yeah.\nNik: I'm adjusted being Matt to you.\nNik: Matthew.\nNik: I don't know if Juan is gonna be coming.\nNik: He was online 59 minutes ago.\nNik: I'm not sure if he's available.\nNik: Oh, he I think he's he posted something on yeah, so he is sick today.\nNik: So yeah let me just also do Hey everyone.\nMathieu: Yeah, sorry.\nMathieu: Let's go.\nMathieu: How do we start this one?\nNik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.\nMathieu: Yep, you just change something with your MIC gain.\nmichal: It gets it gets very loud.\nNik: Oh sorry, oh oh, I see.\nNik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.\nMathieu: Thank you for the string so here.\nNik: I'm sorry.\nNik: I didn't mean to do that.\nMathieu: I will go first very fast.\nMathieu: We got a meeting with Nick on Friday to confirm some stuff with Max.\nMathieu: On the part that concern my part is we want to have a way in the internal AI project to whitelist or blacklist some domain.\nMathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface.\nMathieu: So I showed that last week.\nMathieu: Um this is good enough for Max to to use the platform, therefore I'm going to fix uh to to make the the Vibecode uh better, uh like from scratch almost.\nMathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email.\nMathieu: So the solution doesn't work, but the\nMathieu: principles stay and the web uh UI stay, etc.\nMathieu: So It's just a matter of moving from Squid proxy to a SOX proxy.\nMathieu: I already did some analysis.\nMathieu: There is none that support SEL the way we want.\nMathieu: So Claude gave me a tiny implementation that fits just our case.\nMathieu: I'm going to double check that if there is not an open source solution easy to use instead.\nMathieu: I did the review of your tag, Nikita.\nMathieu: I think the pull request might be an merge.\nMathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection.\nNik: Oh.\nNik: Don't worry.\nMathieu: Uh that's it.\nMathieu: Uh that's for me.\nMathieu: Next one.\nMathieu: Under me I have Igor.\nMathieu: I have Igor.\nNik: Yeah, I'm gonna go last, just just so so you know.\nAngel: It can go outcome.\nIgor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector.\nIgor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed.\nIgor: Uh I think I already uh reported about uh what exactly it entails.\nIgor: Uh uh separate accounts for everything, separate uh EC two f Etc.\nIgor: and installation from scratch as a first-time user.\nIgor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella.\nIgor: So I need to review and refine those.\nIgor: Yeah.\nIgor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet.\nMathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation.\nMathieu: To me feels\nMathieu: weird to publish a website where like some page is just completely wrong.\nMathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that.\nMathieu: This is what we do, et cetera.\nMathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet.\nMathieu: So I feel it goes together.\nIgor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true.\nMathieu: So I will spend time to to to reduce uh the review.\nMathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete.\nIgor: Yeah, okay.\nMathieu: Okay.\nMathieu: Thank you.\nIgor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes.\nIgor: Not sure if we want to do it here.\nIgor: So I can I I can do later in a another call.\nIgor: Let's have it actually.\nIgor: Okay.\nMathieu: Yeah, let's do the update and maybe we need a a reflector meeting.\nIgor: Yeah, yeah, yeah.\nMathieu: Maybe not the internal app.\nIgor: I would love to present something there.\nMathieu: Okay.\nIgor: Right.\nmichal: I can go next.\nmichal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.\nmichal: And we are also ingesting this for search.\nmichal: We are creating chunks.\nmichal: It detects edits.\nmichal: merges and and\nmichal: deletions and updates the the the chunks according accordingly.\nmichal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?\nmichal: That's a question for me.\nMathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.\nMathieu: Do you do the enrichment part too?\nmichal: And no, no.\nmichal: I can do that if that's that's needed.\nMathieu: I b b because otherwise it will I feel it will be super limited, right?\nMathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.\nMathieu: Therefore, I would say enrichment data and I as a minimum.\nMathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.\nNik: No, I think uh you're right that we should definitely include a Apollo search.\nNik: Oh, well, yeah, enrichment.\nNik: But I feel like ideally like whatever we kind of integrate in like whatever enrichment we integrate whatever like information we have about the contact, we should like also include it in the uh search index.\nNik: Because ultimately, you know, like we want to use all the information about the\nNik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts.\nNik: But yeah, I mean, the way it would work is, I think, like, we can basically just use search index for requesting, like, making queries tied to, like, say, podcasts or.\nMathieu: Well the Okay, as for um no no no no no that that's my point like um I see the injection, I don't see how it will help for for the initial uh request, like why we did the injection.\nNik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.\nNik: So like that was the MVP for like in my view for now.\nmichal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.\nNik: Yeah.\nNik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.\nNik: It's it's fine.\nMathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.\nMathieu: That's what I was thinking, enrichment data.\nMathieu: I you talk about um the the little document and tweet attach.\nMathieu: It's maybe something like Miral doesn't fully know or understand this part because ah okay okay okay but it is I it's not attached to contact, but the way uh Miral, uh tell me if I'm wrong.\nNik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.\nMathieu: API documents is uh indexed by search index, right?\nmichal: Uh APA documents.\nmichal: I I don't think so.\nmichal: I haven't written an uh a chunk a chunk a chunker for that.\nMathieu: Ah okay, okay, so maybe not.\nNik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.\nNik: Well I mean I got a new job is a good post.\nNik: Maybe it could be informative but like there's gonna be a lot of spam there too.\nNik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much.\nNik: I think we would have to uh come up with a more complex pipeline to filter out those posts first.\nNik: And I feel like for the MVP that would be an overkill.\nMathieu: Mm-hmm.\nNik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful.\nMathieu: Okay.\nMathieu: Okay.\nmichal: Is is the entity type oh sorry, a quick question.\nMathieu: As for sorry.\nmichal: Is the entity type of API document a document entity?\nMathieu: Ah, yes.\nmichal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.\nNik: Yeah.\nNik: That would make sense, yeah.\nMathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.\nMathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?\nMathieu: Or the document coming from Social Graph.\nMathieu: Yeah, except saying I don't want API\nMathieu: document.\nNik: As a side note, I also wanted to mention that this could be useful for Creatrix as well, because if we have search index for Creatrix, I mean like we can use data index in Creatrix, right?\nMathieu: Okay.\nNik: Like it's not like a proprietary product or anything.\nNik: So this is a way for us to start deploying our foundational tools in real life projects, which is exactly the point of why we're building this.\nMathieu: Mm-hmm.\nNik: And I think this would be used in Creatrix in a way that, like, well, I mean, in Creatrix, it's not that important whether we have a first hop connection, second hop connection, like some random connection in general.\nNik: We just want to search across contexts very easily.\nNik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be.\nNik: We haven't had a conversation, but I feel like there it will be an important component.\nNik: So this is super useful.\nMathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary.\nMathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead.\nNik: Can it just be a webhook?\nNik: Like, we already have the reflector webhook and we can have like an NAA flow.\nNik: I mean, Sergei has already built something like that.\nNik: I mean, we can make it more complex in a way that like we can have a more complex flow.\nNik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right?\nMathieu: Uh I\nNik: Or I guess, no, it\nNik: is available now.\nMathieu: Yeah, exactly.\nMathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo.\nMathieu: We need to validate if this is going to be uh good or not.\nMathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector.\nMathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep.\nMathieu: Good enough, right?\nMathieu: Or meeting prep can have also its own ingestion system.\nMathieu: Just is there any new meeting?\nNik: I think so there are like two user stories inside of one, sort of.\nNik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM.\nNik: And so these are two different flows, in my opinion.\nNik: Not different flows, but like they're slightly different.\nNik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries.\nNik: Maybe we could like even get the user to set the prompt, but I don't know yet.\nNik: Uh it depends on like how many use cases we have.\nMathieu: To me, I don't think it's it feels the same to me in a way that on one way you have reflector with action item or decision stuff that is just from the meeting and the other on the personal\nMathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.\nNik: Well, I mean, uh what I'm saying I guess maybe, maybe.\nmichal: Yeah.\nNik: Or maybe you could have like a check check mark, like send this to my DM as well or something.\nNik: I don't know.\nNik: But yeah, depends.\nNik: Depends.\nMathieu: Yeah, yeah, okay.\nMathieu: Well, let let's validate first.\nNik: Yeah.\nMathieu: Yeah.\nNik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways.\nNik: So that's the main point.\nMathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live?\nMathieu: I have only one constraint here is the personal summary should be accessible in Data Index two.\nMathieu: Okay.\nMathieu: So it will be whatever we do the first one that will generate content that is back into data index.\nMathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it.\nMathieu: Um yeah, that's it.\nMathieu: Um yeah.\nNik: Should it be associated with the meeting itself?\nNik: Like, is there going to be a relationship?\nNik: Okay, cool.\nMathieu: We we have parent ID uh approach on that index.\nMathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector.\nNik: Do we store transcripts as well?\nMathieu: That is uh good enough.\nMathieu: Yep.\nMathieu: It has everything.\nMathieu: It has a full transcript in WebVTT with a person attached and\nMathieu: it has uh the summary long and short.\nmichal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.\nMathieu: Work on top of that.\nMathieu: Uh edit is a thing that on data index we don't have at all.\nMathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.\nmichal: Mm-hmm.\nMathieu: Let's see if we need uh that or not.\nMathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.\nmichal: Okay.\nMathieu: Okay, do we want visualization?\nMathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.\nMathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.\nMathieu: If that is good enough, then yeah, we don't need the big things here.\nMathieu: Okay.\nmichal: Oh okay.\nMathieu: Next one.\nAngel: Hello.\nAngel: Well, hello guys.\nMathieu: Ronald.\nAngel: But today currently we have the big models working.\nAngel: Let me show you very quick.\nMathieu: Yeah.\nAngel: Okay, well, currently we have step sick three two.\nAngel: Yeah, it's working.\nAngel: It's it looks fast, but maybe I want to take a look to the real performance of this.\nAngel: Yeah, currently it is w working as um or using the spot uh spot pricing because yeah, you know, an hour of this is is well\nAngel: m eight dollars, but using it the insert that we need for that on demand, it's tearing.\nAngel: So uh if we want to test, it's it's a good idea to to use initially spot while we select one of the big models or I don't know two of them, or both of them, to work because, yeah, it it it's it's expensive, um but it they are working and we have well, you know how to deploy and uh deploy them if you want to uh and take a look.\nAngel: Um yeah, today apart from that, I'm going to work um in some improvements in the uh provisioning framework because yeah, it's a pending task uh that has had been the prod the precise the productized set.\nAngel: Uh yeah, basically that is my my update.\nMathieu: Do we have a GLM 4.5 air running on B300 constantly?\nMathieu: Or is it still B200?\nAngel: Sorry, sorry, Matthew, which No, currently, no.\nMathieu: Do we have the G I will write it because maybe my English accent.\nMathieu: Sorry, GLM 4.5 Air.\nMathieu: Is it running on B300 all the time?\nAngel: Currently, the only model that is working is forty-five air, the well, the the the two mhm.\nMathieu: Okay.\nMathieu: Yes.\nAngel: Yeah, but we have to or we should choose choose one of these to to to work.\nMathieu: Okay.\nMathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time.\nAngel: Okay.\nAngel: Well, it's because Currently we have this.\nAngel: Uh we have been using this during some months.\nAngel: We have um let me check.\nAngel: No, I'm gonna share again.\nAngel: Sorry.\nAngel: Uh let me let me check.\nNik: Are we using quantized versions of these or no?\nMathieu: What, Nick?\nNik: Are we\nNik: using like quantized versions of these?\nNik: I as in like not even quantized, but like what's the quantization there?\nAngel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly.\nMathieu: Jerhal, Alhal.\nMathieu: Jeral, do you know?\nNik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute.\nMathieu: Uh okay.\nAngel: But we could promote.\nAngel: Let me show you.\nAngel: We have this one now.\nAngel: We have this one.\nAngel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated.\nAngel: We have this one and this.\nAngel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm.\nMathieu: That\nmax: Wait, wha why does the four point five Air use four B two hundreds?\nmax: That's a shit ton of space.\nAngel: Sorry, sorry Mats.\nAngel: What is the question?\nmax: Wha why?\nmax: Like like w why is it that Daniel's version of the Air model needs four times the VRAM?\nAngel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them.\nmax: Why, yeah, but why?\nAngel: Mm well, I I'm not sure much really.\nAngel: I'm not sure.\nmax: I think that's a pretty important, but\nAngel: It uses more it uses more it uses more memories, right?\nAngel: But I I don't understand\nAngel: really why it it Mhm.\nmax: that doesn't that doesn't make any sense to me, like intuitively.\nmax: Why would that be the case?\nMathieu: Well what I remember what I remember from uh the experimentation with Mirad is like on the uh the memory required to have full context and multiple person we require more the more card.\nAngel: Yeah, it it's it's it's strange, but it uses more.\nMathieu: Otherwise you will just uh use full memory and then it's blocked.\nmichal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.\nMathieu: Doesn't work.\nmichal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.\nmax: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?\nmichal: Um can't remember from the top of my head.\nAngel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.\nAngel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.\nmichal: Like it doesn't it it doesn't start at at all.\nmax: But yeah, but Hang on, hang on, hang on.\nmichal: It doesn't generate any any answers.\nmax: I don't feel like we have reached a satisfactory conclusion to this conversation.\nmax: Right?\nmax: Like the AIR model uses about 100 gigs of VRAM.\nAngel: Mm-hmm.\nmax: The B200, a single instance,\nMathieu: Here, yeah,\nMathieu: Max.\nmax: I'm looking at it right now.\nmax: The B200 in a single instance uses 180 gigs of VRAM.\nMathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200.\nmax: Yeah.\nmax: Yeah.\nmax: Yeah.\nMathieu: The problem we have when Miral was also trying to push the context and we were having in LibreChat like why at some point it was blocking.\nAngel: Mm-hmm.\nmax: Yeah.\nMathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory.\nMathieu: So you need a second card.\nNik: But hold up hold on, Matthew, we we're not looking at the right model, I think, because I I think I saw FP eight precision uh on GLM four point nine five a yeah, but oh Q8, okay.\nMathieu: Yes.\nMathieu: I am 4.5 Q8 quantization.\nNik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.\nmax: But it it it does the why would the KV cache be using double the precision of the inference quantization?\nmichal: Yeah, what about the key because\nMathieu: Yeah, no, okay, okay, Evan.\nMathieu: Okay, I put a little bit d down.\nMathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.\nMathieu: Four card.\nmax: Okay.\nMathieu: And you have only one user.\nMathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work.\nMathieu: Uh how many?\nMathieu: Okay, with six card, you can have two user full context.\nmax: All right, I need to\nMathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot\nMathieu: do it, it will just buy uh queue it, so you wait.\nMathieu: But if we want to run full context with this model, we need Rockard.\nmax: um what the fuck um It's just very surprising to me, I guess, that that's the case.\nmax: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes.\nmax: What is it at 64K?\nMathieu: Mm-hmm.\nmax: Is it can you show me?\nmax: Okay, we're still talking more than two.\nMathieu: Ricardo.\nmax: Interesting.\nmax: And and what is it what is it, a thirty-two K?\nmax: Okay.\nMathieu: One is insufficient, two is required.\nmax: Interesting.\nmax: Interesting.\nmax: Okay.\nmax: And then uh a single B three hundred, is it enough?\nMathieu: I don't see that what I was trying to look here, but it's not on the list any.\nmax: Well, we can just use our brains, right?\nmax: 264 gigs versus what's a B300?\nmax: 288.\nMathieu: I don't know which costs less.\nmax: Yeah, it would fit on a so a 32K cache would work on a on a single B300.\nmax: Um without right.\nMathieu: Myself.\nmax: Um it would just just work.\nmax: Um okay that uh I guess I guess uh that's good to know.\nmax: Um the single B3 B200 is what, like five dollars an hour B300?\nmax: Hmm.\nmax: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore.\nmax: Seems like computer's in high demand.\nmax: Okay.\nmax: Sorry for breaking in on this.\nmax: It's just that number raised my head.\nAngel: Oh it's it's yeah, it's important.\nAngel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options.\nAngel: But we have as well the GLM four seats, but it will use you know\nAngel: more GPU, but uh I worked in the spot type of of instances.\nAngel: The same for the DeepSeek one because it uses eight GPUs.\nAngel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time.\nAngel: And the spot may be in business hours initially.\nAngel: I don't know if you agree on that, guys.\nAngel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them.\nMathieu: Yep.\nAngel: And uh oh go on, Matthew.\nMathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate?\nMathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it.\nMathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one.\nMathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience.\nMathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not.\nAngel: Yeah, maybe maybe w well we can\nAngel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that.\nAngel: And we can use initially this the on-demand instances to to evaluate that.\nAngel: It's only Yeah, but it's good to have options.\nMathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system.\nMathieu: Um yeah.\nMathieu: That's about it.\nAngel: But yeah, we have to use it.\nMathieu: Yeah.\nAngel: Thank you guys.\nNik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision?\nNik: Is it the performance significantly worse?\nNik: Because that would save a lot of compute.\nMathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know?\nMathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks?\nMathieu: Are we making it the default?\nMathieu: And it's it's unclear.\nMathieu: That's why we need evaluation.\nNik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics.\nNik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace\nNik: uh for different quantizations and compare those.\nNik: I think that would be a decent enough metric for us to tell whether this is worth it or not.\nNik: And then we can all, of course, like perform an evaluation.\nmichal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.\nMathieu: With it?\nmichal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.\nmichal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.\nNik: Yep, I am not either.\nNik: So but I feel like that would save that would save bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-07T20:50:10 +71ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:10 +2ms service=bus type=message.part.updated 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providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:10 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:10 +3ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:10 +822ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:10 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:13 +2080ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +20ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:13 +9ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:50:14 +858ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:14 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:25 +11217ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:25 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:25 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:25 +91ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:25 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:25 +0ms service=bus type=message.updated publishing Now let me create the action items extraction script and process each file: INFO 2026-01-07T20:50:25 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:25 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:50:25 +0ms service=session.prompt step=12 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:50:25 +57ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:25 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=started bash INFO 2026-01-07T20:50:25 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=started read INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started write INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started task INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=completed duration=2 read INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=completed duration=4 bash INFO 2026-01-07T20:50:25 +0ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:50:25 +1ms service=tool.registry status=completed duration=3 task INFO 2026-01-07T20:50:25 +4ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-01-07T20:50:25 +12ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:25 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:50:25 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:50:25 +2ms service=session.processor process INFO 2026-01-07T20:50:25 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:25 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:25 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:26 +801ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:26 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:30 +4208ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +87ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:30 +47ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:50:31 +834ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:31 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:39 +8033ms service=bus type=file.edited publishing INFO 2026-01-07T20:50:39 +1ms service=format file=/app/input/extract_action_items.py formatting INFO 2026-01-07T20:50:39 +1ms service=format name=zig ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=uv format ext=.py checking INFO 2026-01-07T20:50:39 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:39 +15ms service=format name=uv format ext=.py enabled INFO 2026-01-07T20:50:39 +0ms service=format name=terraform ext=.py checking INFO 2026-01-07T20:50:39 +1ms service=format name=standardrb ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=shfmt ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=ruff ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=rubocop ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=air ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=prettier ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=oxfmt ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=ocamlformat ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=nixfmt ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=mix ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=latexindent ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=ktlint ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=htmlbeautifier ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=gofmt ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=gleam ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=dart ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=clang-format ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format name=biome ext=.py checking INFO 2026-01-07T20:50:39 +0ms service=format command=["uv","format","--","$FILE"] running INFO 2026-01-07T20:50:39 +80ms service=bus type=message.part.updated publishing Let me create a correct Python script to extract action items for Michal: INFO 2026-01-07T20:50:39 +321ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/extract_action_items.py read INFO 2026-01-07T20:50:39 +0ms service=lsp file=/app/input/extract_action_items.py touching file ���� Resolving [1/1] ERROR 2026-01-07T20:50:40 +586ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:40 +0ms service=default e=NotFoundError rejection  ���� pyright [7/6]  ���� pyright [7/6]  ���� Saving lockfile... INFO 2026-01-07T20:50:40 +331ms service=lsp serverID=pyright spawned lsp server INFO 2026-01-07T20:50:40 +2ms service=lsp.client serverID=pyright starting client INFO 2026-01-07T20:50:40 +6ms service=lsp.client serverID=pyright sending initialize INFO 2026-01-07T20:50:41 +737ms service=lsp.client serverID=pyright initialized INFO 2026-01-07T20:50:41 +0ms service=bus type=lsp.updated publishing INFO 2026-01-07T20:50:41 +1ms service=lsp.client serverID=pyright path=/app/input/extract_action_items.py waiting for diagnostics INFO 2026-01-07T20:50:41 +0ms service=bus type=lsp.client.diagnostics subscribing INFO 2026-01-07T20:50:41 +1ms service=lsp.client serverID=pyright path=/app/input/extract_action_items.py textDocument/didOpen INFO 2026-01-07T20:50:44 +2939ms service=lsp.client serverID=pyright path=/app/input/extract_action_items.py count=0 textDocument/publishDiagnostics INFO 2026-01-07T20:50:44 +2ms service=bus type=lsp.client.diagnostics publishing INFO 2026-01-07T20:50:44 +73ms service=bus type=lsp.client.diagnostics unsubscribing INFO 2026-01-07T20:50:44 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:44 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:44 +5ms service=bus type=message.updated publishing |  Write app/input/extract_action_items.py INFO 2026-01-07T20:50:44 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:44 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:50:44 +0ms service=session.prompt step=13 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:50:44 +48ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:44 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:50:44 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:50:44 +7ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:44 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:50:44 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:50:44 +1ms service=tool.registry status=started read INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started write INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started task INFO 2026-01-07T20:50:44 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:50:44 +1ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-07T20:50:44 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:50:44 +0ms service=tool.registry status=completed duration=3 task INFO 2026-01-07T20:50:44 +4ms service=session.prompt status=completed duration=8 resolveTools INFO 2026-01-07T20:50:44 +15ms service=session.processor process INFO 2026-01-07T20:50:44 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:44 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:44 +12ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:45 +892ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:45 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:45 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +19ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +16ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +266ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:45 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +134ms service=bus type=message.part.updated publishing Now let me run the script to extract action items for Michal: INFO 2026-01-07T20:50:46 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +13ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:46 +1ms service=bus type=message.updated publishing |  Bash Run the action items extraction script Successfully processed 5.json Successfully processed 4.json Successfully processed 2.json Successfully processed 1.json Successfully processed 3.json INFO 2026-01-07T20:50:46 +10ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:46 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:50:46 +0ms service=session.prompt step=14 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:50:46 +28ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:46 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:50:46 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:50:46 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:46 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:50:46 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:50:46 +1ms service=tool.registry status=started read INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started write INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started task INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:50:46 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:50:46 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:50:46 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-07T20:50:46 +9ms service=session.processor process INFO 2026-01-07T20:50:46 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:46 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:46 +4ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:46 +362ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:46 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:51 +4706ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +57ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +6ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +15ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +27ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +65ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +229ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +3ms service=lsp file=/app/input/1.json touching file INFO 2026-01-07T20:50:51 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/1.json read INFO 2026-01-07T20:50:51 +3ms service=bus type=message.part.updated publishing |  Read app/input/1.json INFO 2026-01-07T20:50:51 +105ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:51 +2ms service=bus type=message.updated publishing Let me check the output files to make sure they were created correctly: INFO 2026-01-07T20:50:51 +5ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:50:51 +0ms service=session.prompt step=15 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:50:51 +50ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:50:51 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:51 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:50:51 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:50:51 +1ms service=tool.registry status=started read INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started write INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started task INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:50:51 +1ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:50:51 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:50:51 +3ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-07T20:50:52 +10ms service=session.processor process INFO 2026-01-07T20:50:52 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:52 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:52 +10ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:52 +347ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:52 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:50:56 +4360ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:56 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:56 +126ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:56 +6ms service=lsp file=/app/input/2.json touching file INFO 2026-01-07T20:50:56 +1ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/2.json read INFO 2026-01-07T20:50:56 +2ms service=bus type=message.part.updated publishing |  Read app/input/2.json INFO 2026-01-07T20:50:56 +96ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:50:56 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:56 +5ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:56 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:50:56 +0ms service=session.prompt step=16 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:50:57 +78ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:57 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:50:57 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:50:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:50:57 +1ms service=tool.registry status=started read INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started write INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started task INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:50:57 +2ms service=tool.registry status=completed duration=2 skill INFO 2026-01-07T20:50:57 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:50:57 +2ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:50:57 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:50:57 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:50:57 +6ms service=bus type=session.diff publishing INFO 2026-01-07T20:50:57 +2ms service=session.processor process INFO 2026-01-07T20:50:57 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:50:57 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:50:57 +10ms service=bus type=session.status publishing ERROR 2026-01-07T20:50:57 +620ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:50:57 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:12 +14407ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:12 +731ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:51:13 +272ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:13 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:13 +639ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:13 +2ms service=lsp file=/app/input/3.json touching file INFO 2026-01-07T20:51:13 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/3.json read INFO 2026-01-07T20:51:13 +1ms service=bus type=message.part.updated publishing |  Read app/input/3.json INFO 2026-01-07T20:51:14 +284ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:14 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:14 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:14 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:51:14 +0ms service=session.prompt step=17 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:51:14 +24ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:14 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:51:14 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:51:14 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:14 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:51:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started read INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started write INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started task INFO 2026-01-07T20:51:14 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:51:14 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:51:14 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2026-01-07T20:51:14 +3ms service=session.processor process INFO 2026-01-07T20:51:14 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:51:14 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:51:14 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:51:14 +678ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:14 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:18 +3377ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:18 +142ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:18 +163ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:18 +2ms service=lsp file=/app/input/4.json touching file INFO 2026-01-07T20:51:18 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/4.json read INFO 2026-01-07T20:51:18 +1ms service=bus type=message.part.updated publishing |  Read app/input/4.json INFO 2026-01-07T20:51:18 +89ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:18 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:18 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:18 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:51:18 +0ms service=session.prompt step=18 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:51:18 +34ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:18 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:51:18 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:51:18 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:18 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:51:18 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:51:18 +1ms service=tool.registry status=started read INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started write INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started task INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:51:18 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-07T20:51:18 +2ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-07T20:51:18 +9ms service=session.processor process INFO 2026-01-07T20:51:18 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:51:18 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:51:18 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:51:19 +547ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:19 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:19 +309ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:19 +61ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:19 +227ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:19 +6ms service=lsp file=/app/input/5.json touching file INFO 2026-01-07T20:51:19 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/5.json read INFO 2026-01-07T20:51:19 +1ms service=bus type=message.part.updated publishing |  Read app/input/5.json INFO 2026-01-07T20:51:19 +84ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:19 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:19 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:19 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:51:19 +0ms service=session.prompt step=19 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:51:19 +25ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:19 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:19 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:51:19 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:51:19 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started read INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:51:19 +1ms service=tool.registry status=started write INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started task INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:51:19 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-07T20:51:19 +1ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-07T20:51:19 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:51:19 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:51:19 +5ms service=session.processor process INFO 2026-01-07T20:51:19 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:51:19 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:51:19 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:51:20 +571ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:20 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:24 +4451ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:24 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:25 +39ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:51:25 +910ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:25 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:28 +2816ms service=bus type=file.edited publishing INFO 2026-01-07T20:51:28 +0ms service=format file=/app/input/extract_action_items_clean.py formatting INFO 2026-01-07T20:51:28 +1ms service=format name=zig ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=uv format ext=.py checking INFO 2026-01-07T20:51:28 +2ms service=format name=uv format ext=.py enabled INFO 2026-01-07T20:51:28 +0ms service=format name=terraform ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=standardrb ext=.py checking INFO 2026-01-07T20:51:28 +1ms service=format name=shfmt ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=ruff ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=rubocop ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=air ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=prettier ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=oxfmt ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=ocamlformat ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=nixfmt ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=mix ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=latexindent ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=ktlint ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=htmlbeautifier ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=gofmt ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=gleam ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=dart ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=clang-format ext=.py checking INFO 2026-01-07T20:51:28 +0ms service=format name=biome ext=.py checking INFO 2026-01-07T20:51:28 +1ms service=format command=["uv","format","--","$FILE"] running INFO 2026-01-07T20:51:28 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:28 +48ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/extract_action_items_clean.py read INFO 2026-01-07T20:51:28 +0ms service=lsp file=/app/input/extract_action_items_clean.py touching file INFO 2026-01-07T20:51:28 +1ms service=lsp.client serverID=pyright path=/app/input/extract_action_items_clean.py waiting for diagnostics INFO 2026-01-07T20:51:28 +0ms service=bus type=lsp.client.diagnostics subscribing INFO 2026-01-07T20:51:28 +0ms service=lsp.client serverID=pyright path=/app/input/extract_action_items_clean.py textDocument/didOpen INFO 2026-01-07T20:51:28 +74ms service=bus type=message.part.updated publishing Let me create a cleaner version of the extraction script that produces more concise action items: INFO 2026-01-07T20:51:28 +28ms service=lsp.client serverID=pyright path=/app/input/extract_action_items_clean.py count=0 textDocument/publishDiagnostics INFO 2026-01-07T20:51:28 +0ms service=bus type=lsp.client.diagnostics publishing INFO 2026-01-07T20:51:29 +151ms service=lsp.client serverID=pyright path=/app/input/extract_action_items_clean.py got diagnostics INFO 2026-01-07T20:51:29 +0ms service=bus type=lsp.client.diagnostics unsubscribing INFO 2026-01-07T20:51:29 +0ms service=bus type=lsp.client.diagnostics unsubscribing INFO 2026-01-07T20:51:29 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:29 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:29 +1ms service=bus type=message.updated publishing |  Write app/input/extract_action_items_clean.py INFO 2026-01-07T20:51:29 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:29 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:51:29 +0ms service=session.prompt step=20 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:51:29 +42ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:29 +1ms service=bus type=session.updated publishing INFO 2026-01-07T20:51:29 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:51:29 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:29 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:51:29 +1ms service=tool.registry status=started invalid INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:51:29 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started read INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started write INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started task INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:51:29 +1ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:51:29 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:51:29 +2ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-07T20:51:29 +15ms service=session.processor process INFO 2026-01-07T20:51:29 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:51:29 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:51:29 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:51:29 +625ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:29 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:54 +24712ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:55 +928ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:51:55 +73ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:55 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:51:57 +1772ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:57 +130ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:57 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:57 +8ms service=bus type=message.part.updated publishing |  Bash Run the clean action items extraction script Successfully processed 5.json Successfully processed 4.json Successfully processed 2.json Successfully processed 1.json Successfully processed 3.json INFO 2026-01-07T20:51:57 +136ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:51:57 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:57 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:57 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:51:57 +1ms service=session.prompt step=21 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:51:57 +49ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:57 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:51:57 +5ms service=bus type=session.diff publishing INFO 2026-01-07T20:51:57 +5ms service=bus type=message.updated publishing INFO 2026-01-07T20:51:57 +4ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=started bash INFO 2026-01-07T20:51:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=started read INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=started grep INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started write INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started task INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=started todoread INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=completed duration=5 invalid INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=3 read INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-07T20:51:57 +2ms service=tool.registry status=completed duration=4 edit INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=4 write INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=4 webfetch INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=completed duration=5 todowrite INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=4 todoread INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=completed duration=8 bash INFO 2026-01-07T20:51:57 +1ms service=tool.registry status=completed duration=6 skill INFO 2026-01-07T20:51:57 +0ms service=tool.registry status=completed duration=7 task INFO 2026-01-07T20:51:57 +3ms service=session.prompt status=completed duration=13 resolveTools INFO 2026-01-07T20:51:57 +30ms service=session.processor process INFO 2026-01-07T20:51:57 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:51:57 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:51:57 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:51:58 +603ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:51:58 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:02 +4673ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:02 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:02 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:02 +26ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:02 +8ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:03 +157ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:03 +2ms service=lsp file=/app/input/1.json touching file INFO 2026-01-07T20:52:03 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/1.json read INFO 2026-01-07T20:52:03 +6ms service=bus type=message.part.updated publishing |  Read app/input/1.json INFO 2026-01-07T20:52:03 +121ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:03 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:03 +2ms service=bus type=message.updated publishing Let me check the cleaned output files: INFO 2026-01-07T20:52:03 +4ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:03 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:52:03 +1ms service=session.prompt step=22 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:52:03 +55ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:03 +3ms service=bus type=session.updated publishing INFO 2026-01-07T20:52:03 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:52:03 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:03 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:52:03 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started read INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started write INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started task INFO 2026-01-07T20:52:03 +1ms service=tool.registry status=started webfetch INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:52:03 +1ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:52:03 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:52:03 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-07T20:52:03 +12ms service=session.processor process INFO 2026-01-07T20:52:03 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:52:03 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:52:03 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:52:03 +532ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:03 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:08 +4424ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:08 +41ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:08 +172ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:08 +14ms service=lsp file=/app/input/4.json touching file INFO 2026-01-07T20:52:08 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/4.json read INFO 2026-01-07T20:52:08 +2ms service=bus type=message.part.updated publishing |  Read app/input/4.json INFO 2026-01-07T20:52:08 +78ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:08 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:08 +3ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:08 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:52:08 +0ms service=session.prompt step=23 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:52:08 +78ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:08 +2ms service=bus type=session.updated publishing INFO 2026-01-07T20:52:08 +0ms service=bus type=session.diff publishing INFO 2026-01-07T20:52:08 +9ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:08 +0ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:52:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:52:08 +1ms service=tool.registry status=started read INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started write INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started task INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:52:08 +1ms service=tool.registry status=started todoread INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-07T20:52:08 +1ms service=tool.registry status=completed duration=0 skill INFO 2026-01-07T20:52:08 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-07T20:52:08 +1ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-07T20:52:08 +4ms service=session.processor process INFO 2026-01-07T20:52:08 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:52:08 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:52:08 +7ms service=bus type=session.status publishing ERROR 2026-01-07T20:52:09 +585ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:09 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:20 +11157ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:20 +63ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:20 +148ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:20 +2ms service=lsp file=/app/input/2.json touching file INFO 2026-01-07T20:52:20 +0ms service=file.time sessionID=ses_465c7c4deffeJcyND9r6RAdsua file=/app/input/2.json read INFO 2026-01-07T20:52:20 +3ms service=bus type=message.part.updated publishing |  Read app/input/2.json INFO 2026-01-07T20:52:20 +66ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:20 +1ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:20 +10ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:20 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:52:20 +0ms service=session.prompt step=24 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop INFO 2026-01-07T20:52:20 +36ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:20 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:52:20 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:52:20 +0ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:20 +1ms service=session.prompt status=started resolveTools INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started invalid INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started bash INFO 2026-01-07T20:52:20 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started read INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started glob INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started grep INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started edit INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started write INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started task INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started webfetch INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started todowrite INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started todoread INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=started skill INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-07T20:52:20 +1ms service=tool.registry status=completed duration=1 edit INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-07T20:52:20 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-07T20:52:20 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2026-01-07T20:52:20 +7ms service=session.processor process INFO 2026-01-07T20:52:20 +1ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build stream INFO 2026-01-07T20:52:20 +0ms service=llm providerID=openrouter modelID=qwen/qwen3-coder sessionID=ses_465c7c4deffeJcyND9r6RAdsua small=false agent=build params={"temperature":0.55,"topP":1,"options":{}} params INFO 2026-01-07T20:52:20 +5ms service=bus type=session.status publishing ERROR 2026-01-07T20:52:21 +656ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:21 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:33 +12025ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +47ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +80ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +10ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +74ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +73ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +86ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:33 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +80ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +21ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +61ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +76ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +31ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +28ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +90ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +5ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:52:34 +51ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:34 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:34 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +22ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +55ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +56ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +40ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +48ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +67ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +42ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +36ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +30ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:34 +24ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +58ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +9ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +50ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +62ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +58ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +57ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +46ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +44ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +14ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +3ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +55ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +25ms service=bus type=message.part.updated publishing ERROR 2026-01-07T20:52:35 +19ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:35 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:35 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +4ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +71ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +7ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +79ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +37ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +17ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +84ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +5ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +74ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:35 +65ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +73ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +65ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +49ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +116ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +0ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +56ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +60ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +1ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +115ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +2ms service=bus type=message.part.updated publishing INFO 2026-01-07T20:52:36 +1ms service=bus type=message.updated publishing Perfect! I have successfully extracted the action items for Michal from the meeting transcripts. Here's a summary of what was accomplished: 1. **File 1.json**: Extracted 3 action items for Michal: - Work on personal meeting summary feature and determine where it should live - Include all information from contact DB in the search index chunks - Handle enrichment part for contact DB ingestion in data index if needed 2. **File 4.json**: Extracted 5 action items for Michal: - Add contact to contactDB - adding data entity and ingesting contacts from ContactDB into data index for search - Implement query for contact DB to get list of contacts that changed since last update for ingestor - Update Zulip ingester to detect new streams and ingest DMs - Determine what to do with personal meeting summary feature and where it should live - Clarify plans for rollout of Monorepo to users 3. **Files 2.json, 3.json, and 5.json**: No action items found for Michal, so they contain empty action items arrays. The extracted action items follow the required JSON schema with "action_item" and "deadline" fields, where deadlines are set to null as no specific dates were mentioned in the transcripts. INFO 2026-01-07T20:52:36 +6ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:36 +1ms service=bus type=session.status publishing INFO 2026-01-07T20:52:36 +0ms service=session.prompt step=25 sessionID=ses_465c7c4deffeJcyND9r6RAdsua loop ERROR 2026-01-07T20:52:36 +25ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-07T20:52:36 +0ms service=default e=NotFoundError rejection INFO 2026-01-07T20:52:36 +51ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:36 +2ms service=bus type=message.updated publishing INFO 2026-01-07T20:52:36 +0ms service=bus type=session.updated publishing INFO 2026-01-07T20:52:36 +1ms service=bus type=session.diff publishing INFO 2026-01-07T20:52:36 +6ms service=session.prompt sessionID=ses_465c7c4deffeJcyND9r6RAdsua exiting loop INFO 2026-01-07T20:52:36 +1ms service=session.compaction pruning INFO 2026-01-07T20:52:36 +2ms service=session.prompt sessionID=ses_465c7c4deffeJcyND9r6RAdsua cancel INFO 2026-01-07T20:52:36 +0ms service=bus type=session.status publishing INFO 2026-01-07T20:52:36 +1ms service=bus type=session.idle publishing INFO 2026-01-07T20:52:36 +2ms service=default directory=/app/input disposing instance INFO 2026-01-07T20:52:36 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-07T20:52:36 +1ms service=lsp.client serverID=pyright shutting down INFO 2026-01-07T20:52:36 +2ms service=lsp.client serverID=pyright shutdown INFO 2026-01-07T20:52:36 +1ms service=state key=/app/input state disposal completed --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.