/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_20260131_150109/task13_meeting_action_items/openrouter-google-gemini-3-pro-preview/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 9461b48b 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 153 models to OpenCode configuration Added openrouter standard provider with 346 models to OpenCode configuration Set default model to openrouter/google/gemini-3-pro-preview 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 2026-01-31T15:22:48 +741ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-31T15:22:48 +3ms service=default directory=/app/input creating instance INFO 2026-01-31T15:22:48 +0ms service=project directory=/app/input fromDirectory INFO 2026-01-31T15:22:48 +12ms service=storage index=0 running migration ERROR 2026-01-31T15:22:48 +15ms service=storage index=0 failed to run migration INFO 2026-01-31T15:22:48 +2ms service=storage index=1 running migration INFO 2026-01-31T15:22:48 +17ms service=default directory=/app/input bootstrapping INFO 2026-01-31T15:22:48 +24ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-31T15:22:48 +92ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-31T15:22:48 +16ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-31T15:22:48 +8ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.1.17","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-31T15:22:49 +501ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.17 3 packages installed [462.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-31T15:22:49 +0ms 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 2026-01-31T15:22:49 +24ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [4.00ms] stderr= done INFO 2026-01-31T15:22:49 +24ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-01-31T15:22:49 +0ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin INFO 2026-01-31T15:22:49 +9ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution INFO 2026-01-31T15:22:49 +1ms 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@0.0.12"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-31T15:22:49 +138ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.12 1 package installed [118.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-31T15:22:49 +10ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin INFO 2026-01-31T15:22:49 +6ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution INFO 2026-01-31T15:22:49 +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@0.0.8"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-31T15:22:50 +510ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) + opencode-copilot-auth@0.0.12 installed opencode-anthropic-auth@0.0.8 14 packages installed [494.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-31T15:22:50 +61ms service=bus type=* subscribing 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tinymist, haskell-language-server enabled LSP servers INFO 2026-01-31T15:22:50 +5ms service=bus type=command.executed subscribing INFO 2026-01-31T15:22:50 +56ms service=server method=POST path=/session request INFO 2026-01-31T15:22:50 +1ms service=server status=started method=POST path=/session request INFO 2026-01-31T15:22:50 +6ms service=session id=ses_3eb59adb5ffeiV9S4oiuykLkpa version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-31T15:22:50.314Z time={"created":1769872970315,"updated":1769872970315} created INFO 2026-01-31T15:22:50 +4ms service=bus type=session.created publishing INFO 2026-01-31T15:22:50 +1ms service=bus type=session.updated publishing INFO 2026-01-31T15:22:50 +6ms service=server status=completed duration=17 method=POST path=/session request INFO 2026-01-31T15:22:50 +3ms service=server method=GET path=/config request INFO 2026-01-31T15:22:50 +0ms service=server status=started method=GET path=/config request INFO 2026-01-31T15:22:50 +3ms 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sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=true agent=title stream INFO 2026-01-31T15:22:50 +7ms service=bus type=session.status publishing INFO 2026-01-31T15:22:50 +7ms service=bus type=session.updated publishing INFO 2026-01-31T15:22:50 +12ms service=bus type=session.diff publishing INFO 2026-01-31T15:22:54 +4217ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:54 +10ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:55 +503ms service=session.summary title=Extract action items for Michal title INFO 2026-01-31T15:22:55 +0ms service=bus type=message.updated publishing INFO 2026-01-31T15:22:56 +976ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:56 +10ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:56 +28ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:56 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:22:56 +31ms service=bus 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2026-01-31T15:22:56 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:22:56 +1ms service=tool.registry status=completed duration=3 task INFO 2026-01-31T15:22:56 +7ms service=session.prompt status=completed duration=13 resolveTools INFO 2026-01-31T15:22:56 +13ms service=session.processor process INFO 2026-01-31T15:22:56 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:22:56 +20ms service=bus type=session.status publishing INFO 2026-01-31T15:22:58 +1799ms service=bus type=session.updated publishing INFO 2026-01-31T15:23:00 +2036ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:00 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +623ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +41ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +9ms service=permission permission=bash pattern=ls -F ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:01 +0ms service=permission permission=bash pattern=ls -F action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:01 +7ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +3ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +23ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +2ms service=bus type=message.part.updated publishing |  Bash List files in the current directory 1.json 2.json 3.json 4.json 5.json INFO 2026-01-31T15:23:01 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:01 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:01 +4ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:01 +6ms service=bus type=session.status publishing INFO 2026-01-31T15:23:01 +0ms service=session.prompt step=2 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:23:01 +4ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:01 +1ms service=bus type=session.updated publishing INFO 2026-01-31T15:23:01 +0ms service=bus type=session.diff publishing INFO 2026-01-31T15:23:01 +3ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:01 +1ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started invalid INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started question INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started bash INFO 2026-01-31T15:23:01 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:23:01 +1ms service=tool.registry status=started read INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started glob INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started write INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started task INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started todowrite INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started todoread INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=started skill INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 question INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-31T15:23:01 +1ms service=tool.registry status=completed duration=1 grep INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-31T15:23:01 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:01 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:01 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-31T15:23:01 +4ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-31T15:23:01 +17ms service=session.processor process INFO 2026-01-31T15:23:01 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:23:01 +20ms service=bus type=session.status publishing INFO 2026-01-31T15:23:05 +3828ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:07 +2368ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +925ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +47ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +6ms service=permission permission=bash pattern=pwd ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:08 +0ms service=permission permission=bash pattern=pwd action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:08 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +11ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +3ms service=bus type=message.part.updated publishing |  Bash Check current working directory /app/input INFO 2026-01-31T15:23:08 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:08 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:08 +15ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:08 +0ms service=bus type=session.status publishing INFO 2026-01-31T15:23:08 +0ms service=session.prompt step=3 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:23:08 +33ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:08 +14ms service=bus type=session.updated publishing INFO 2026-01-31T15:23:08 +4ms service=bus type=session.diff publishing INFO 2026-01-31T15:23:08 +25ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:08 +2ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=started invalid INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started question INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=started bash INFO 2026-01-31T15:23:08 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started read INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=started glob INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started write INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started task INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started todowrite INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=started todoread INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=started skill INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=3 question INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=completed duration=2 todowrite INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=2 todoread INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-31T15:23:08 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-31T15:23:08 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:08 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:08 +1ms service=tool.registry status=completed duration=3 task INFO 2026-01-31T15:23:08 +5ms service=session.prompt status=completed duration=11 resolveTools INFO 2026-01-31T15:23:08 +21ms service=session.processor process INFO 2026-01-31T15:23:08 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:23:08 +15ms service=bus type=session.status publishing INFO 2026-01-31T15:23:13 +5360ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:13 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +1193ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +29ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +3ms service=permission permission=read pattern=/app/input/1.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:15 +1ms service=permission permission=read pattern=/app/input/1.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +15ms service=permission permission=read pattern=/app/input/2.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:15 +1ms service=permission permission=read pattern=/app/input/2.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:15 +2ms service=lsp file=/app/input/1.json touching file INFO 2026-01-31T15:23:15 +2ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/1.json read INFO 2026-01-31T15:23:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +3ms service=permission permission=read pattern=/app/input/3.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:15 +0ms service=permission permission=read pattern=/app/input/3.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:15 +1ms service=lsp file=/app/input/2.json touching file INFO 2026-01-31T15:23:15 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/2.json read INFO 2026-01-31T15:23:15 +11ms service=lsp file=/app/input/3.json touching file INFO 2026-01-31T15:23:15 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/3.json read INFO 2026-01-31T15:23:15 +4ms service=bus type=message.part.updated publishing |  Read app/input/1.json INFO 2026-01-31T15:23:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +4ms service=permission permission=read pattern=/app/input/4.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:15 +1ms service=permission permission=read pattern=/app/input/4.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:15 +34ms service=permission permission=read pattern=/app/input/5.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:23:15 +0ms service=permission permission=read pattern=/app/input/5.json action={"permission":"read","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:23:15 +4ms service=lsp file=/app/input/4.json touching file INFO 2026-01-31T15:23:15 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/4.json read INFO 2026-01-31T15:23:15 +8ms service=lsp file=/app/input/5.json touching file INFO 2026-01-31T15:23:15 +1ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/5.json read INFO 2026-01-31T15:23:15 +5ms service=bus type=message.part.updated publishing |  Read app/input/2.json INFO 2026-01-31T15:23:15 +2ms service=bus type=message.part.updated publishing |  Read app/input/3.json INFO 2026-01-31T15:23:15 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +18ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +3ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +16ms service=bus type=message.part.updated publishing |  Read app/input/4.json INFO 2026-01-31T15:23:15 +6ms service=bus type=message.part.updated publishing |  Read app/input/5.json INFO 2026-01-31T15:23:15 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:15 +3ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:15 +20ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:15 +0ms service=bus type=session.status publishing INFO 2026-01-31T15:23:15 +1ms service=session.prompt step=4 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:23:15 +18ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:15 +3ms service=bus type=session.updated publishing INFO 2026-01-31T15:23:15 +0ms service=bus type=session.diff publishing INFO 2026-01-31T15:23:15 +10ms service=bus type=message.updated publishing INFO 2026-01-31T15:23:15 +0ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:23:15 +1ms service=tool.registry status=started invalid INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started question INFO 2026-01-31T15:23:15 +1ms service=tool.registry status=started bash INFO 2026-01-31T15:23:15 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started read INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started glob INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:23:15 +1ms service=tool.registry status=started write INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started task INFO 2026-01-31T15:23:15 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:23:15 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2026-01-31T15:23:15 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-31T15:23:15 +1ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-31T15:23:15 +10ms service=session.processor process INFO 2026-01-31T15:23:15 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:23:15 +18ms service=bus type=session.status publishing INFO 2026-01-31T15:23:19 +4254ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:19 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:22 +3260ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:26 +3402ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:29 +2777ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:33 +4239ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:23:33 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service=permission permission=task pattern=general 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2026-01-31T15:23:39 +0ms service=permission permission=task pattern=explore 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2026-01-31T15:23:43 +1ms service=bus type=message.part.updated publishing |  Bash Run the analysis script --- Analyzing 1.json --- MICHAL MENTIONS IN TRANSCRIPT: Line 1: Nik: Hey Igor, what's up? Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. Nik: Hey Jose, how are you? Jose: Hey there. Jose: Can you hear me? Nik: Yes. Igor: Yeah. Nik: I'm adjusted being Matt to you. Nik: Matthew. Nik: I don't know if Juan is gonna be coming. Nik: He was online 59 minutes ago. Nik: I'm not sure if he's available. -------------------- Line 2: Nik: Hey Igor, what's up? Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. Nik: Hey Jose, how are you? Jose: Hey there. Jose: Can you hear me? Nik: Yes. Igor: Yeah. Nik: I'm adjusted being Matt to you. Nik: Matthew. Nik: I don't know if Juan is gonna be coming. Nik: He was online 59 minutes ago. Nik: I'm not sure if he's available. Nik: Oh, he I think he's he posted something on yeah, so he is sick today. -------------------- Line 3: Nik: Hey Igor, what's up? Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. Nik: Hey Jose, how are you? Jose: Hey there. Jose: Can you hear me? Nik: Yes. Igor: Yeah. Nik: I'm adjusted being Matt to you. Nik: Matthew. Nik: I don't know if Juan is gonna be coming. Nik: He was online 59 minutes ago. Nik: I'm not sure if he's available. Nik: Oh, he I think he's he posted something on yeah, so he is sick today. Nik: So yeah let me just also do Hey everyone. -------------------- Line 23: Mathieu: Yeah, sorry. Mathieu: Let's go. Mathieu: How do we start this one? Nik: I guess we can start with the updates and then move to the project management stuff if that works for you guys. Mathieu: Yep, you just change something with your MIC gain. michal: It gets it gets very loud. Nik: Oh sorry, oh oh, I see. Nik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic. Mathieu: Thank you for the string so here. Nik: I'm sorry. Nik: I didn't mean to do that. Mathieu: I will go first very fast. Mathieu: We got a meeting with Nick on Friday to confirm some stuff with Max. Mathieu: 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. Mathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface. Mathieu: So I showed that last week. Mathieu: 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. Mathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email. Mathieu: So the solution doesn't work, but the Mathieu: principles stay and the web uh UI stay, etc. -------------------- Line 88: Igor: Yeah, yeah, yeah. Mathieu: Maybe not the internal app. Igor: I would love to present something there. Mathieu: Okay. Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. -------------------- Line 89: Mathieu: Maybe not the internal app. Igor: I would love to present something there. Mathieu: Okay. Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. -------------------- Line 90: Igor: I would love to present something there. Mathieu: Okay. Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. -------------------- Line 91: Mathieu: Okay. Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. -------------------- Line 92: Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. -------------------- Line 93: michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. -------------------- Line 94: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. Nik: Because ultimately, you know, like we want to use all the information about the -------------------- Line 95: michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. Nik: Because ultimately, you know, like we want to use all the information about the Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. -------------------- Line 96: michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. Nik: Because ultimately, you know, like we want to use all the information about the Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. Nik: 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. -------------------- Line 99: michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. Nik: Because ultimately, you know, like we want to use all the information about the Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. Nik: 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. Mathieu: 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. Nik: 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. Nik: So like that was the MVP for like in my view for now. -------------------- Line 100: michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. Nik: No, I think uh you're right that we should definitely include a Apollo search. Nik: Oh, well, yeah, enrichment. Nik: 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. Nik: Because ultimately, you know, like we want to use all the information about the Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. Nik: 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. Mathieu: 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. Nik: 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. Nik: So like that was the MVP for like in my view for now. michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk. -------------------- Line 114: Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. Nik: 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. Mathieu: 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. Nik: 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. Nik: So like that was the MVP for like in my view for now. michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk. Nik: Yeah. Nik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too. Nik: It's it's fine. Mathieu: 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. Mathieu: That's what I was thinking, enrichment data. Mathieu: I you talk about um the the little document and tweet attach. Mathieu: 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. Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. -------------------- Line 124: Mathieu: That's what I was thinking, enrichment data. Mathieu: I you talk about um the the little document and tweet attach. Mathieu: 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. Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. Nik: Well I mean I got a new job is a good post. Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. Nik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much. Nik: I think we would have to uh come up with a more complex pipeline to filter out those posts first. Nik: And I feel like for the MVP that would be an overkill. Mathieu: Mm-hmm. Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. -------------------- Line 125: Mathieu: I you talk about um the the little document and tweet attach. Mathieu: 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. Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. Nik: Well I mean I got a new job is a good post. Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. Nik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much. Nik: I think we would have to uh come up with a more complex pipeline to filter out those posts first. Nik: And I feel like for the MVP that would be an overkill. Mathieu: Mm-hmm. Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. -------------------- Line 126: Mathieu: 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. Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. Nik: Well I mean I got a new job is a good post. Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. Nik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much. Nik: I think we would have to uh come up with a more complex pipeline to filter out those posts first. Nik: And I feel like for the MVP that would be an overkill. Mathieu: Mm-hmm. Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? -------------------- Line 138: Nik: And I feel like for the MVP that would be an overkill. Mathieu: Mm-hmm. Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. Nik: Yeah. Nik: That would make sense, yeah. Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? Mathieu: Or the document coming from Social Graph. Mathieu: Yeah, except saying I don't want API Mathieu: document. Nik: 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? Mathieu: Okay. Nik: Like it's not like a proprietary product or anything. -------------------- Line 140: Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. Nik: Yeah. Nik: That would make sense, yeah. Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? Mathieu: Or the document coming from Social Graph. Mathieu: Yeah, except saying I don't want API Mathieu: document. Nik: 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? Mathieu: Okay. Nik: Like it's not like a proprietary product or anything. Nik: 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. Mathieu: Mm-hmm. -------------------- Line 142: Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. Nik: Yeah. Nik: That would make sense, yeah. Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? Mathieu: Or the document coming from Social Graph. Mathieu: Yeah, except saying I don't want API Mathieu: document. Nik: 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? Mathieu: Okay. Nik: Like it's not like a proprietary product or anything. Nik: 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. Mathieu: Mm-hmm. Nik: 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. Nik: We just want to search across contexts very easily. -------------------- Line 188: Nik: Maybe we could like even get the user to set the prompt, but I don't know yet. Nik: Uh it depends on like how many use cases we have. Mathieu: 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 Mathieu: 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. Nik: Well, I mean, uh what I'm saying I guess maybe, maybe. michal: Yeah. Nik: Or maybe you could have like a check check mark, like send this to my DM as well or something. Nik: I don't know. Nik: But yeah, depends. Nik: Depends. Mathieu: Yeah, yeah, okay. Mathieu: Well, let let's validate first. Nik: Yeah. Mathieu: Yeah. Nik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways. Nik: So that's the main point. Mathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live? Mathieu: I have only one constraint here is the personal summary should be accessible in Data Index two. Mathieu: Okay. Mathieu: So it will be whatever we do the first one that will generate content that is back into data index. -------------------- Line 217: Mathieu: That is uh good enough. Mathieu: Yep. Mathieu: It has everything. Mathieu: It has a full transcript in WebVTT with a person attached and Mathieu: it has uh the summary long and short. michal: 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. Mathieu: Work on top of that. Mathieu: Uh edit is a thing that on data index we don't have at all. Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. michal: Mm-hmm. Mathieu: Let's see if we need uh that or not. Mathieu: 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. michal: Okay. Mathieu: Okay, do we want visualization? Mathieu: 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. Mathieu: 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. Mathieu: If that is good enough, then yeah, we don't need the big things here. Mathieu: Okay. michal: Oh okay. Mathieu: Next one. -------------------- Line 221: Mathieu: it has uh the summary long and short. michal: 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. Mathieu: Work on top of that. Mathieu: Uh edit is a thing that on data index we don't have at all. Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. michal: Mm-hmm. Mathieu: Let's see if we need uh that or not. Mathieu: 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. michal: Okay. Mathieu: Okay, do we want visualization? Mathieu: 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. Mathieu: 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. Mathieu: If that is good enough, then yeah, we don't need the big things here. Mathieu: Okay. michal: Oh okay. Mathieu: Next one. Angel: Hello. Angel: Well, hello guys. Mathieu: Ronald. Angel: But today currently we have the big models working. -------------------- Line 224: Mathieu: Uh edit is a thing that on data index we don't have at all. Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. michal: Mm-hmm. Mathieu: Let's see if we need uh that or not. Mathieu: 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. michal: Okay. Mathieu: Okay, do we want visualization? Mathieu: 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. Mathieu: 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. Mathieu: If that is good enough, then yeah, we don't need the big things here. Mathieu: Okay. michal: Oh okay. Mathieu: Next one. Angel: Hello. Angel: Well, hello guys. Mathieu: Ronald. Angel: But today currently we have the big models working. Angel: Let me show you very quick. Mathieu: Yeah. Angel: Okay, well, currently we have step sick three two. -------------------- Line 230: Mathieu: Okay, do we want visualization? Mathieu: 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. Mathieu: 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. Mathieu: If that is good enough, then yeah, we don't need the big things here. Mathieu: Okay. michal: Oh okay. Mathieu: Next one. Angel: Hello. Angel: Well, hello guys. Mathieu: Ronald. Angel: But today currently we have the big models working. Angel: Let me show you very quick. Mathieu: Yeah. Angel: Okay, well, currently we have step sick three two. Angel: Yeah, it's working. Angel: It's it looks fast, but maybe I want to take a look to the real performance of this. Angel: 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 Angel: m eight dollars, but using it the insert that we need for that on demand, it's tearing. Angel: 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. Angel: 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. -------------------- Line 302: max: that doesn't that doesn't make any sense to me, like intuitively. max: Why would that be the case? Mathieu: 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. Angel: Yeah, it it's it's it's strange, but it uses more. Mathieu: Otherwise you will just uh use full memory and then it's blocked. michal: 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. Mathieu: Doesn't work. michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. max: The B200, a single instance, -------------------- Line 304: Mathieu: 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. Angel: Yeah, it it's it's it's strange, but it uses more. Mathieu: Otherwise you will just uh use full memory and then it's blocked. michal: 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. Mathieu: Doesn't work. michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. max: The B200, a single instance, Mathieu: Here, yeah, Mathieu: Max. -------------------- Line 306: Mathieu: Otherwise you will just uh use full memory and then it's blocked. michal: 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. Mathieu: Doesn't work. michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. max: The B200, a single instance, Mathieu: Here, yeah, Mathieu: Max. max: I'm looking at it right now. max: The B200 in a single instance uses 180 gigs of VRAM. -------------------- Line 309: michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. max: The B200, a single instance, Mathieu: Here, yeah, Mathieu: Max. max: I'm looking at it right now. max: The B200 in a single instance uses 180 gigs of VRAM. Mathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200. max: Yeah. max: Yeah. -------------------- Line 311: michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. max: The B200, a single instance, Mathieu: Here, yeah, Mathieu: Max. max: I'm looking at it right now. max: The B200 in a single instance uses 180 gigs of VRAM. Mathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200. max: Yeah. max: Yeah. max: Yeah. Mathieu: 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. -------------------- Line 335: Nik: 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. Mathieu: Yes. Mathieu: I am 4.5 Q8 quantization. Nik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization. max: But it it it does the why would the KV cache be using double the precision of the inference quantization? michal: Yeah, what about the key because Mathieu: Yeah, no, okay, okay, Evan. Mathieu: Okay, I put a little bit d down. Mathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need. Mathieu: Four card. max: Okay. Mathieu: And you have only one user. Mathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work. Mathieu: Uh how many? ...81468 bytes truncated... The tool call succeeded but the output was truncated. Full output saved to: /home/cubbi/.local/share/opencode/tool-output/tool_c14a720890011VLGwta72WcUY7 Use the Task tool to have a subagent process this file with Grep and Read (with offset/limit). Do NOT read the full file yourself - delegate to save context. 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2026-01-31T15:24:05 +0ms service=permission permission=bash pattern=grep -i "Michal" 3.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:24:05 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:05 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:05 +18ms service=bus type=message.part.updated publishing |  Bash Check for Michal in 3.json INFO 2026-01-31T15:24:05 +9ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:05 +8ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:05 +2ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:05 +20ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:05 +1ms service=bus type=session.status publishing INFO 2026-01-31T15:24:05 +1ms service=session.prompt step=8 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:24:05 +60ms service=bus type=message.updated publishing INFO 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2026-01-31T15:24:09 +9ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:09 +9ms service=bus type=message.part.updated publishing |  Bash Check for Michal in 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 want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds.\nNik: I feel like it's not going to be that difficult to implement.\nNik: Just like a different structured output thing, right?\nNik: And sending that to the DMs.\nNik: And then the second question tied to Mona Repo.\nNik: I think we basically like, don't we have everything in place to basically give this to Jordan?\nNik: Well what what's the blocker here?\nmichal: I think we do.\nmichal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this.\nMathieu: Um Yeah, I think it's just\nmichal: Like if all is good, I can maybe just sync with Jordan and get get him set up.\nMathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max.\nMathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product.\nNik: Mm-hmm.\nMathieu: But the priority, I think, is still max.\nMathieu: That's why.\nMathieu: I tried uh a setups for zero and I have um a confusion between uh to setup the stuff with the internal AI uh tool that Joseph wrote and the just file that is at the base, because some stuff is done in the setup of internal AI, but when you start your clone and you use uh the stuff without the tool, n it's not working.\nMathieu: So it's a little bit unclear about what direction we should have for setupping the the first stuff, because The internal AI tool is meant really like if you have only one installation.\nMathieu: But even as a developer, like, ah, there is a new variable user.\nMathieu: What should I put?\nMathieu: Ah, I need to generate something.\nMathieu: Okay.\nMathieu: But it's not really writing anywhere, just giving you a warning.\nMathieu: So the UX as a dev is a little bit weird and I was myself confused about what should I put?\nMathieu: How do I generate?\nMathieu: Should I use the script?\nMathieu: So If we can figure this out correctly for the setup, then I think it will be good enough for the user to use.\nNik: I feel like what we're missing to onboard better to onboard b uh any kind of user better is some sort of a UI like an installation script basically you know\nNik: not just like an installation scri no no no no that's not what I meant like not the sh tool but basically you know where you have to click next next next and you like set up all the variables it tells you Where to find these variables too, like gives you the links, for example, for fast mail calendar ICS or whatever installation wizard.\nMathieu: It has.\nMathieu: We have I I think Jose, what he did is he have a public repository where actually the very first command is taking the script there and then he will try to clone, but to clone it's a private repo, you need a token.\nNik: That's it.\nNik: Yeah, Juan.\nNik: I think this would be perfect because, like, that and like it has to work out of the box basically.\nNik: So maybe you clone the repo.\nNik: Maybe the clone the repo part is still going to be present there, or maybe we can have releases.\nNik: That could also be a nice step.\nNik: Um where we release the executable releases.\nMathieu: You know, it's like you need to bootstrap the stuff.\nMathieu: So people need to have access.\nMathieu: So there is a token and then Well, we we can have a zip but it doesn't change about the permission.\nNik: Yeah, so so no, so can can GITIA do like releases where it like automatic we are uh automatically generating like an executable file or whatever.\nNik: The user double clicks it and like installs stuff or a zip at least.\nMathieu: I I don't think here is about the release because you could say we have a a branch that is stable and we merge it or whatever, but uh git clone or release doesn't uh pr uh protect the fact that it's only for the user here right now.\nMathieu: Like we're not going to make this public.\nNik: No, no, we we shouldn't make this public.\nMathieu: So That yeah.\nNik: Uh what I mean by uh releases is like, for example, Jordan needs to install this.\nNik: He doesn't want to dive into the code.\nNik: He doesn't want to like set up the environment variables and stuff like that.\nNik: Can we have some sort of an installation wizard where it guides you through what how they how you can set up all these environment variables by yourself?\nNik: Yeah, maybe it it will be a a long process for the user as in like, oh, I gotta find this environment variable, I have to find this environment variable.\nNik: Maybe some environment variables can be default company-wide variables, like for example, Apollo.\nNik: Like we're using Apollo across the company.\nNik: But basically like optimize the UX in this direction.\nMathieu: How does Jordan access a private repo in Gitty?\nMathieu: Well, you need to be in Gitty, or if it's a release, well, we do a dot zip that is put on the cloud dot manalicall and then they download it and they execute whatever inside.\nMathieu: Like this is a bootstrap.\nMathieu: And maybe yes, the uh I'm not sure we want the anything like for security, anything related to uh monadical uh secret into the release.\nMathieu: But if we have one password, we can create a common one password access.\nMathieu: I mean, I think it's okay right now to have a note rack with a shared API key, share hunter key, wha whatever.\nNik: Yeah.\nMathieu: And that can be run on the computer, but you will need what you need the one password key, you it needs to be connected, you need to have a git not even git clone, no headhocker.\nMathieu: And I think if you have\nMathieu: the two, that is episode, yeah, I know what but if start to do that is is is like also a lot of engineering time to try and getting it.\nNik: Can can we store can we store like No.\nMathieu: That's where I'm like.\nMathieu: Yeah you think and do we have time to handle Uh because iterating with a u with a user and a setup and everything ready is go Ali.\nNik: So I I I don't think first of all I I don't think it's gonna be too much I times like I I I think like it's not even gonna be that much work.\nNik: Like why do you think it's gonna take so much time?\nNik: I feel like one person can be assigned to this.\nMathieu: I will say honestly a week to get it working on Mac uh on on um on um Jordan.\nMathieu: Because first, do they use Macs, Windows, Linux?\nMathieu: Um Anna is using Linux and I think she moved to Mac.\nMathieu: So she's using a Mac.\nMathieu: Uh is anybody today have a Mac and can uh run the whole platform without problem?\nNik: I'm I'm using Yeah, so I guess okay, another approach would be.\nMathieu: Okay, Michal, you're on the Mac, okay.\nMathieu: Okay, so there is no problem uh with Docker, okay.\nNik: Is there a way for us I actually like I would have to check myself, but is there a way for us to store like an environment variable file uh with like the basic environment variables in one password?\nMathieu: Yeah, yes, that's what I'm saying.\nMathieu: We could share an environment file with the one password and we share the v this one with the team, so it's super easy.\nMathieu: We have the control, but the other installation need to have the one password key installed\nMathieu: and connected to the account and Docker.\nNik: And also, I guess Docker, yeah, that's the biggest pain for the user.\nMathieu: So if this two is done, but that's I I I think I don't think it's something like Jordan can do by itself.\nMathieu: That's why for the initial onboarding with still a team, it's still a cloud stuff, it's the internal stuff.\nMathieu: If we say we spend uh we book a two hour school, that's how long it took with me with Anna.\nMathieu: And she was also very interested, like, what is this stuff?\nMathieu: What does it do?\nMathieu: She was very interested about understanding how the stuff was working, right?\nMathieu: But let's say initial installation of the server with a domain setup, et cetera, took me two hours with Anna.\nMathieu: If it's something running on the computer and not a server, um, so we remove all the DNS stuff and it's like one pass forty, et cetera we can still have a two hours call per person.\nNik: Okay, so basically basically so, and this sounds like a high priority task, in my opinion, then, because we're we basically like.\nNik: For every person that we wanna install this for, and like it's I'm not talking about just one iteration.\nNik: Like every iteration would take like seven like an hour or a few hours.\nNik: In that case, I feel like we should prioritize having some sort of an installation wizard, even if it's gonna like take some time.\nNik: I wonder if we can just like vibe code it too, like, and look, of course.\nNik: Have some sort of a UX side to like where to find the variables, like for example, one password, copy paste the one uh uh like environment variable file, like maybe even have like uh just\nMathieu: I I\nMathieu: I repeat the s the stuff that Max is saying.\nNik: like yeah.\nMathieu: If he should be the top one first customer and all the effort should go toward him.\nMathieu: Doing that is removing one person of the team to do something and try to general generalize first.\nMathieu: I still think like manual yet the monoripo, nobody even uh started with just Started to have the things like have another team, let's work with the monument, start working.\nNik: But even for Max even Max can't install like the product without bugs right now.\nNik: At least according to him, he's like, Oh, I I'm struggling with the installation.\nMathieu: So yeah, maybe it's the right time or not the right time.\nMathieu: I don't know.\nMathieu: If you feel it's something like we should directly go that way, then yeah, we follow you.\nMathieu: But it just uh honest.\nNik: Okay, so realistically, in your opinion, would it take a week actually to set everything up?\nNik: And why?\nMathieu: I will uh I I will uh pose the the question to Jose.\nJose: What do you say, setting everything?\nJose: What is everything?\nNik: Sorry?\nJose: What do you what do you mean with everything, setting everything up?\nNik: Um so like for example having like having some sort of a workflow that generates an executable or whatever or some sort of way to make this very user friendly as in like you click double click it and it installs everything for you.\nNik: You don't have to do anything by yourself except for maybe uh pasting an environment variable file.\nJose: Well, that's kinda the purpose of the click tool, but if there's a problem we need Docker, Docker Compose.\nJose: Can we have an execut Co can we have an executable with that can run like\nNik: Can we install Docker?\nMathieu: And one password.\nNik: Okay.\nJose: Docker behind under the hood and I'm not I'm I'm not even used to to building executables.\nNik: So I guess my question then is why how come, like if we have this installation script and we give it to a person, we say click this.\nNik: It's gonna install everything for you.\nJose: Well like my my my idea in my head is like you open the terminal, which is something Jordan can do and paste a couple of commands and that's it.\nNik: Maybe also install Docker.\nJose: And maybe paste a couple of environment variables, but in the end I think we can use one password for for all these environment variables.\nNik: Why do we need to paste the commands?\nNik: Like, why can't it just like auto paste them or like auto execute them.\nJose: What do you mean?\nNik: Well, you said like paste the commands.\nJose: Yeah, like open the terminal, paste this command, hit enter, let the installation remote and.\nNik: Oh, okay, okay, okay.\nNik: I see.\nNik: Well, even like pasting a command, I feel like this could be hidden by like within shell script or something, where you just run the shell script and like you don't have to paste the command in that case.\nJose: What I mean with pasting a command it's a command that will fetch a shell script, then install the entire thing.\nNik: Ah, I see, I see.\nNik: I see.\nJose: It will ask you for like uh the repo is private, so it will ask you for using a token to access the private repo or using the Arrowic configure SSH in your computer, but I'm not sure if Jordan is even used to SSH keys.\nMathieu: No no, but that's\nNik: Um Wh why\nJose: Well, at least we can give him the token to a token to access the repo.\nMathieu: already what we did.\nMathieu: What we did, right?\nMathieu: We share the GitHub token.\nJose: Yeah, like in this moment, I I we can try this layer or I can give you the Yes.\nNik: so we we do have monadical cloud, right?\nMathieu: Yep.\nNik: So maybe like as as a step one, maybe we could just like put either a shell Executable or like even like, yeah, I know that zip file is not the best approach, but like a stable version of our app in a zip file.\nNik: Maybe that could be a good starting point for us.\nJose: Did you did you try the click tool, the installation, the script?\nNik: So I installed it through like a command.\nMathieu: you I think on the same of priority metrics, I would say is if then the subject is onboarding what what do we do about it next week, not like uh because the subject just pop up right now and it's a general question that I think we could ask Max.\nNik: So like basically I went through the readme.\nNik: On monorepo, actually, let me just open it here because it's right right here on my computer right now in front of me.\nJose: But you cl you you cloned the Did you clone their repo first?\nNik: So I did I did just I just I did just up and it just installed everything I think well yeah of course.\nJose: Okay, so let me write some instructions for you to try as if you were Jordan and you can try it and see what we can do to improve the onboarding process.\nNik: Okay.\nNik: Okay.\nNik: Sounds good.\nMathieu: Can we have a little bit of time uh to you allow us as a team to uh put uh effort toward onboarding new user or should we put all\nMathieu: the effort toward you?\nMathieu: Because it's like the onboarding is he is a user, but again, uh you know like the different like is a user, but a power user.\nMathieu: If you give him a g uh a zip file that he cannot do anything, it's like uh it's not undergid, he cannot propose everything, it won't work with Max.\nMathieu: Uh uh wrong ID.\nMathieu: Uh even using the script, he will like uh what does the script do, et cetera.\nMathieu: I saw some stuff in the script, I'm not even sure.\nNik: Well Yeah, I feel\nMathieu: Git clone just up worked.\nMathieu: It worked as a dev.\nMathieu: As you say, now there is like some variable that is wasn't clear.\nMathieu: That's why I'm like a little bit confused if we use the developer onboarding.\nMathieu: But to me, user onboarding, if we want to do it good, I agree with what you said, Nick.\nMathieu: But it's not going to be just like that.\nMathieu: And if we want to give immediate value to Jordan.\nMathieu: Even one hour of an engineer time using the script on the Jordan computer might be good enough in a way that for Anna doing the internal AI upgrade and whatever service behind was good enough for her to like, hey, I have a fix, I just commit.\nMathieu: Ah, okay, she does a internal AI upgrade data index, boom, she has the fix running on her computer or on the on her server and she can continue out of it.\nMathieu: It's is the iteration.\nMathieu: By having a Git clone, rather than us doing a release and and stuff like that is going it it's another thing, like do we want to do it right now or not?\nMathieu: So I think to answer this question might be iterated just with Max.\nMathieu: Or if if you if you consider that as a interconnection.\nNik: like Max Yeah, so here's here's my kind of uh thinking process, like why I suggested this is because we basically have say Jordan, we have Max, we have Anna, and it takes two hours to onboard each user, right?\nNik: Um, but then we're also gonna have Jordan Wimmer, then we're gonna have David Casey, then we oh, K, then Yeah.\nMathieu: But it's just it's just one time, and maybe I say two hours with the full stuff.\nMathieu: Maybe it can be reduced, and it's just one time.\nNik: I I don't think it's one time though.\nMathieu: So I think we did a turn.\nNik: I I think it's gonna be like I think it's gonna be every every new update we're gonna have to onboard them in some way because they might not execute the right command, they might like they might completely forget like what to do.\nNik: And I don't know.\nNik: Maybe as engineers, it's easy for us, but I don't think it would be easy for the user, especially the user that like never worked with terminals.\nNik: But yeah, I think this is a good thing to talk about with Max on Monday, actually.\nNik: So yeah, we can just start with that.\nNik: User importing.\nNik: Yeah, yeah.\nNik: No, I I I think this is uh this makes sense.\nNik: Uh so yeah, let's talk.\nMathieu: Any uh anybody else?\nMathieu: Anything else?\nMathieu: Okay.\nMathieu: We'll call it uh a meeting.\nMathieu: Nick?\nNik: Yep.\nNik: Yep.\nMathieu: Okay.\nNik: Thank you so much.\nMathieu: Thank you, everyone.\nJose: See you.\nNik: Talk to you later, guys.\nJose: Bye.\nAngel: I\nmichal: Okay.\nNik: Bye bye.", ...88022 bytes truncated... The tool call succeeded but the output was truncated. Full output saved to: /home/cubbi/.local/share/opencode/tool-output/tool_c14a78604001p6pEpRw3LrYM3R Use the Task tool to have a subagent process this file with Grep and Read (with offset/limit). Do NOT read the full file yourself - delegate to save context. 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2026-01-31T15:24:28 +36ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:28 +9ms service=bus type=message.part.updated publishing |  Bash Check for Michal in 5.json ...198470 bytes truncated... The tool call succeeded but the output was truncated. Full output saved to: /home/cubbi/.local/share/opencode/tool-output/tool_c14a7d2df001FBFHnJHKQrK2mm Use the Task tool to have a subagent process this file with Grep and Read (with offset/limit). Do NOT read the full file yourself - delegate to save context. 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status=started todowrite INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=started todoread INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=started skill INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-31T15:24:39 +1ms service=tool.registry status=completed duration=3 question INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 glob INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 grep INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-31T15:24:39 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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2026-01-31T15:24:39 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-31T15:24:39 +5ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-31T15:24:39 +11ms service=session.processor process INFO 2026-01-31T15:24:39 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:24:39 +10ms service=bus type=session.status publishing INFO 2026-01-31T15:24:43 +3658ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +30ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +10ms service=permission permission=bash pattern=python3 analyze_5.py 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2026-01-31T15:24:43 +2ms service=permission permission=bash pattern=python3 analyze_5.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:24:43 +15ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +28ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +200ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +17ms service=bus type=message.part.updated publishing |  Bash Analyze 5.json --- Analyzing 5.json --- MICHAL MENTIONS IN TRANSCRIPT: Line 699: Nik: Yes, yes. Nik: The second thing is uh gosh, what was it? Nik: So, what is Michal working on right now? Nik: Search index? Mathieu: Uh he was working on the search index, he said on task. Mathieu: He was working on the MCP. Mathieu: I don't know if it's landed yet on uh on internal AI. -------------------- INFO 2026-01-31T15:24:43 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:24:43 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:43 +33ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:43 +3ms service=bus type=session.status publishing INFO 2026-01-31T15:24:43 +1ms service=session.prompt step=12 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:24:43 +91ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:43 +4ms service=bus type=session.updated publishing INFO 2026-01-31T15:24:43 +1ms service=bus type=session.diff publishing INFO 2026-01-31T15:24:43 +9ms service=bus type=message.updated publishing INFO 2026-01-31T15:24:43 +1ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:24:43 +1ms service=tool.registry status=started invalid INFO 2026-01-31T15:24:43 +1ms service=tool.registry status=started question INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started bash INFO 2026-01-31T15:24:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:24:43 +1ms service=tool.registry status=started read INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started glob INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started write INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started task INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started todowrite INFO 2026-01-31T15:24:43 +1ms service=tool.registry status=started todoread INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=started skill INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-31T15:24:43 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-31T15:24:43 +3ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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bash INFO 2026-01-31T15:25:18 +1ms service=tool.registry status=completed duration=4 skill INFO 2026-01-31T15:25:18 +1ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 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ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:18 +0ms service=tool.registry status=completed duration=7 task INFO 2026-01-31T15:25:18 +10ms service=session.prompt status=completed duration=19 resolveTools INFO 2026-01-31T15:25:18 +14ms service=session.processor process INFO 2026-01-31T15:25:18 +2ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:25:18 +49ms service=bus type=session.status publishing INFO 2026-01-31T15:25:22 +4070ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:22 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:22 +30ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:22 +7ms service=permission permission=bash pattern=python3 analyze_all_names.py ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:22 +1ms service=permission permission=bash pattern=python3 analyze_all_names.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:25:22 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:22 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:22 +60ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +287ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +3ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +6ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +14ms service=bus type=message.part.updated publishing |  Bash Analyze all files for all name variations --- Analyzing 1.json --- MENTIONS IN TRANSCRIPT (40): Line 1: Nik: Hey Igor, what's up? Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. -------------------- Line 2: Nik: Hey Igor, what's up? Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. Nik: Hey Jose, how are you? -------------------- Line 3: Nik: Hey, Michal, how are you? michal: I'm good. michal: I'm good. Nik: Good to hear. Igor: Joseph. Nik: Hey Jose, how are you? Jose: Hey there. -------------------- Line 23: Nik: I guess we can start with the updates and then move to the project management stuff if that works for you guys. Mathieu: Yep, you just change something with your MIC gain. michal: It gets it gets very loud. Nik: Oh sorry, oh oh, I see. Nik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic. Mathieu: Thank you for the string so here. Nik: I'm sorry. -------------------- Line 88: Mathieu: Okay. Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. -------------------- Line 89: Igor: Right. michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and -------------------- Line 90: michal: I can go next. michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. -------------------- Line 91: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? -------------------- Line 92: michal: And we are also ingesting this for search. michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. -------------------- Line 93: michal: We are creating chunks. michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. -------------------- Line 94: michal: It detects edits. michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? -------------------- Line 95: michal: merges and and michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. -------------------- Line 96: michal: deletions and updates the the the chunks according accordingly. michal: 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? michal: That's a question for me. Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. -------------------- Line 99: Mathieu: 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. Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. -------------------- Line 100: Mathieu: Do you do the enrichment part too? michal: And no, no. michal: I can do that if that's that's needed. Mathieu: I b b because otherwise it will I feel it will be super limited, right? Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. Mathieu: Therefore, I would say enrichment data and I as a minimum. Mathieu: 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. -------------------- Line 114: Nik: 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. Nik: So like that was the MVP for like in my view for now. michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk. Nik: Yeah. Nik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too. Nik: It's it's fine. Mathieu: 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. -------------------- Line 124: Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. -------------------- Line 125: Mathieu: API documents is uh indexed by search index, right? michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. Nik: Well I mean I got a new job is a good post. -------------------- Line 126: michal: Uh APA documents. michal: I I don't think so. michal: I haven't written an uh a chunk a chunk a chunker for that. Mathieu: Ah okay, okay, so maybe not. Nik: 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. Nik: Well I mean I got a new job is a good post. Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. -------------------- Line 138: Mathieu: Okay. Mathieu: Okay. michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. -------------------- Line 140: michal: Is is the entity type oh sorry, a quick question. Mathieu: As for sorry. michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. Nik: Yeah. Nik: That would make sense, yeah. -------------------- Line 142: michal: Is the entity type of API document a document entity? Mathieu: Ah, yes. michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. Nik: Yeah. Nik: That would make sense, yeah. Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? -------------------- Line 188: Mathieu: 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. Nik: Well, I mean, uh what I'm saying I guess maybe, maybe. michal: Yeah. Nik: Or maybe you could have like a check check mark, like send this to my DM as well or something. Nik: I don't know. Nik: But yeah, depends. Nik: Depends. -------------------- Line 217: Mathieu: It has a full transcript in WebVTT with a person attached and Mathieu: it has uh the summary long and short. michal: 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. Mathieu: Work on top of that. Mathieu: Uh edit is a thing that on data index we don't have at all. Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. michal: Mm-hmm. -------------------- Line 221: Mathieu: Uh edit is a thing that on data index we don't have at all. Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. michal: Mm-hmm. Mathieu: Let's see if we need uh that or not. Mathieu: 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. michal: Okay. Mathieu: Okay, do we want visualization? -------------------- Line 224: Mathieu: Let's see if we need uh that or not. Mathieu: 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. michal: Okay. Mathieu: Okay, do we want visualization? Mathieu: 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. Mathieu: 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. Mathieu: If that is good enough, then yeah, we don't need the big things here. -------------------- Line 230: Mathieu: If that is good enough, then yeah, we don't need the big things here. Mathieu: Okay. michal: Oh okay. Mathieu: Next one. Angel: Hello. Angel: Well, hello guys. Mathieu: Ronald. -------------------- Line 302: Angel: Yeah, it it's it's it's strange, but it uses more. Mathieu: Otherwise you will just uh use full memory and then it's blocked. michal: 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. Mathieu: Doesn't work. michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. -------------------- Line 304: michal: 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. Mathieu: Doesn't work. michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. -------------------- Line 306: michal: 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. max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? michal: Um can't remember from the top of my head. Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. -------------------- Line 309: Angel: 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. Angel: 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. michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? -------------------- Line 311: michal: Like it doesn't it it doesn't start at at all. max: But yeah, but Hang on, hang on, hang on. michal: It doesn't generate any any answers. max: I don't feel like we have reached a satisfactory conclusion to this conversation. max: Right? max: Like the AIR model uses about 100 gigs of VRAM. Angel: Mm-hmm. -------------------- Line 335: Nik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization. max: But it it it does the why would the KV cache be using double the precision of the inference quantization? michal: Yeah, what about the key because Mathieu: Yeah, no, okay, okay, Evan. Mathieu: Okay, I put a little bit d down. Mathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need. Mathieu: Four card. -------------------- Line 420: Nik: I think that would be a decent enough metric for us to tell whether this is worth it or not. Nik: And then we can all, of course, like perform an evaluation. michal: 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. Mathieu: With it? michal: 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. michal: 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. Nik: Yep, I am not either. -------------------- Line 422: michal: 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. Mathieu: With it? michal: 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. michal: 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. Nik: Yep, I am not either. Nik: So but I feel like that would save that would save some uh money and potentially like if there is a better way to run these models, better para parallelize them, maybe that would save some uh or that that would increase the speed as well, which is good. Mathieu: Okay. -------------------- Line 423: Mathieu: With it? michal: 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. michal: 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. Nik: Yep, I am not either. Nik: So but I feel like that would save that would save some uh money and potentially like if there is a better way to run these models, better para parallelize them, maybe that would save some uh or that that would increase the speed as well, which is good. Mathieu: Okay. Nik: Because even right now, like the speed is not comparable to like the like ChatGPT or Quad models. -------------------- Line 1108: Mathieu: Okay. Mathieu: And then everybody tried. michal: So so each of us So each of us does one more uh evil task on another evil? Mathieu: There, sorry. Mathieu: Yep. Nik: No. michal: Okay. -------------------- Line 1112: Mathieu: Yep. Nik: No. michal: Okay. Mathieu: Yep. Mathieu: I think it will be nice. Mathieu: Uh, I don't want to take the task, but uh I will try to see. Mathieu: LNM eval just do um Test evaluation as a bash script that run, and I think it will be a completely over things if the LLM eval could be also act as an evaluator. -------------------- Line 1266: Nik: Bye bye. Mathieu: Good luck. michal: Thank you. Mathieu: Bye. michal: Bye. -------------------- Line 1268: michal: Thank you. Mathieu: Bye. michal: Bye. -------------------- ======================================== --- Analyzing 2.json --- ======================================== --- Analyzing 3.json --- ======================================== --- Analyzing 4.json --- MENTIONS IN TRANSCRIPT (32): Line 13: Nik: Did they say anything in the social? Nik: No. michal: Hello. Nik: Hey, Michael, how are you? Mathieu: Okay. Mathieu: I would think Okay, so n normally it should be demo day. Mathieu: Um but Nick, I'm opening the the door. -------------------- Line 14: Nik: No. michal: Hello. Nik: Hey, Michael, how are you? Mathieu: Okay. Mathieu: I would think Okay, so n normally it should be demo day. Mathieu: Um but Nick, I'm opening the the door. Mathieu: Do you want to go through the business objective and uh see how is everyone doing? -------------------- Line 97: Nik: So. Nik: Yeah, I hope so. Nik: So Michal, are there so we currently have a few things. michal: Yeah. Nik: I guess one thing would be just like adding contact to contactDB. Nik: It's a pretty straightforward task, right? Nik: 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. -------------------- Line 98: Nik: Yeah, I hope so. Nik: So Michal, are there so we currently have a few things. michal: Yeah. Nik: I guess one thing would be just like adding contact to contactDB. Nik: It's a pretty straightforward task, right? Nik: 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. Nik: Do you think that that would be good? -------------------- Line 104: Nik: Do you think that that would be good? Nik: Because, like, on top of this, we can build an app right away, pretty much. michal: Yeah, I agree. Nik: Would that work? michal: Take yeah, I can take it. Nik: Cool. Nik: Sounds good. -------------------- Line 106: michal: Yeah, I agree. Nik: Would that work? michal: Take yeah, I can take it. Nik: Cool. Nik: Sounds good. Nik: Yeah, I think this is the best thing you can work on because you also worked on search index. Nik: So I think this is perfect. -------------------- Line 118: Mathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good. Mathieu: Yeah, that's it. michal: Okay. Nik: 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? Nik: 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. Nik: And like at least share it across the the team. Nik: 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. -------------------- Line 123: Nik: And like at least share it across the the team. Nik: 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. Nik: 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. Nik: Like second and first hop contacts. Nik: And then for personal CRM, like it's kind of obvious. Mathieu: Yeah. Nik: But yeah, like maybe each tab would have its own kind of value. -------------------- Line 204: Mathieu: This is all the request log. Mathieu: Uh I think I can oh, sorry. michal: And Matthew, I d I don't think you are sharing the right window or the right screen. Mathieu: Thank you for letting me know better, huh? Mathieu: 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. Mathieu: I'm sorry, it's not really good. Mathieu: A pay Apollo, ma'am, I go to contact DB. -------------------- Line 271: Mathieu: If none? Mathieu: Okay. michal: 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. Mathieu: That's about it for the demo. Nik: Love it. Mathieu: I think it will it will say the same pattern. Mathieu: Maybe there won't be the HTTP header in intent, right? -------------------- Line 279: Mathieu: I don't know. Mathieu: 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. michal: Yeah. Mathieu: 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. Mathieu: That works. Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some Mathieu: more rules or label or stuff put in the container that then the API can request and see. -------------------- Line 284: Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some Mathieu: more rules or label or stuff put in the container that then the API can request and see. michal: Yeah. Mathieu: Like at the same time, ah, it's this container. Mathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that. Mathieu: Or another path is today, as I say, we just have the connect with the host and the port, right? Mathieu: To be able to see the request, we need to share the CA. -------------------- Line 293: Mathieu: 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. Mathieu: Same a little bit like procedure when we analyze the LLM calls. michal: Yeah. Mathieu: 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. Mathieu: With some signature database, maybe something like that could help. Mathieu: I don't know. Mathieu: But we need the content. -------------------- Line 372: Mathieu: 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. Mathieu: Um yeah, that's it. michal: Mm-hmm. Mathieu: And there is no pre-commit on the JavaScript code or TypeScript code. Mathieu: 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. Mathieu: But my screen on this GS part is a little bit not great. michal: I I have one s yeah, I I have one thing from my side. -------------------- Line 376: Mathieu: 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. Mathieu: But my screen on this GS part is a little bit not great. michal: I I have one s yeah, I I have one thing from my side. michal: 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. michal: Uh so I added that and also ingesting DMs. michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. -------------------- Line 377: Mathieu: But my screen on this GS part is a little bit not great. michal: I I have one s yeah, I I have one thing from my side. michal: 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. michal: Uh so I added that and also ingesting DMs. michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. michal: Um uh and I have two two questions. -------------------- Line 378: michal: I I have one s yeah, I I have one thing from my side. michal: 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. michal: Uh so I added that and also ingesting DMs. michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? -------------------- Line 379: michal: 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. michal: Uh so I added that and also ingesting DMs. michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I -------------------- Line 380: michal: Uh so I added that and also ingesting DMs. michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. -------------------- Line 381: michal: Uh I can't demo because my local setup is broken at the moment. michal: So sorry about that. michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. -------------------- Line 382: michal: So sorry about that. michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. -------------------- Line 383: michal: Um uh and I have two two questions. michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. -------------------- Line 384: michal: Uh like one is what what like what do we do with uh the personal meeting summary? michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? -------------------- Line 385: michal: I kind of held off on that because I michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? Nik: 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. -------------------- Line 386: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? Nik: 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. Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. -------------------- Line 387: michal: Uh like and also I'm like unsure. michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? Nik: 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. Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. Nik: I feel like it's not going to be that difficult to implement. -------------------- Line 388: michal: if this is a priority for for us for now and where where that should where that should live. michal: 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. michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? Nik: 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. Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. Nik: I feel like it's not going to be that difficult to implement. Nik: Just like a different structured output thing, right? -------------------- Line 397: Nik: I think we basically like, don't we have everything in place to basically give this to Jordan? Nik: Well what what's the blocker here? michal: I think we do. michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this. Mathieu: Um Yeah, I think it's just michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. -------------------- Line 398: Nik: Well what what's the blocker here? michal: I think we do. michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this. Mathieu: Um Yeah, I think it's just michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product. -------------------- Line 400: michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this. Mathieu: Um Yeah, I think it's just michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product. Nik: Mm-hmm. Mathieu: But the priority, I think, is still max. -------------------- Line 467: Mathieu: Uh is anybody today have a Mac and can uh run the whole platform without problem? Nik: I'm I'm using Yeah, so I guess okay, another approach would be. Mathieu: Okay, Michal, you're on the Mac, okay. Mathieu: Okay, so there is no problem uh with Docker, okay. Nik: Is there a way for us I actually like I would have to check myself, but is there a way for us to store like an environment variable file uh with like the basic environment variables in one password? Mathieu: Yeah, yes, that's what I'm saying. Mathieu: We could share an environment file with the one password and we share the v this one with the team, so it's super easy. -------------------- Line 605: Jose: Bye. Angel: I michal: Okay. Nik: Bye bye. -------------------- MENTION IN SUMMARY: The meeting centered on aligning project tasks with business objectives, particularly around Demo Day. Nik led the initiative to track proposals and feedback, ensuring alignment with business goals. Mathieu focused on pre-commit validation and CI/CD setup, exploring an installation wizard to streamline user onboarding. Jose worked on providing onboarding instructions and improving the onboarding script. Michal addressed external request issues and assisted with model deployment, while Angel finalized GLM for SITS and prepared for DeepSeq deployment, sharing prioritization tools. The team discussed feature development priorities, including Hotness, Personal CRM, and Security, with ongoing efforts to integrate Max's personal CRM into the monorepo. Implementation of a search index within the social graph was highlighted, with Nik and Jose emphasizing basic functionalities like the contact database and search index. Preparations for Demo Day involved discussing business objectives and assessing readiness, with key members like Quan and Sergei enhancing the demo's effectiveness. The onboarding process was identified as a key area for improvement, with Nik proposing an installation wizard and Jose suggesting a shell script to automate the setup process. ======================================== --- Analyzing 5.json --- MENTIONS IN TRANSCRIPT (1): Line 699: Nik: Yes, yes. Nik: The second thing is uh gosh, what was it? Nik: So, what is Michal working on right now? Nik: Search index? Mathieu: Uh he was working on the search index, he said on task. Mathieu: He was working on the MCP. Mathieu: I don't know if it's landed yet on uh on internal AI. -------------------- ======================================== INFO 2026-01-31T15:25:23 +11ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:23 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:23 +16ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:23 +1ms service=bus type=session.status publishing INFO 2026-01-31T15:25:23 +0ms service=session.prompt step=14 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:25:23 +66ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:23 +8ms service=bus type=session.updated publishing INFO 2026-01-31T15:25:23 +1ms service=bus type=session.diff publishing INFO 2026-01-31T15:25:23 +6ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:23 +2ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:25:23 +1ms service=tool.registry status=started invalid INFO 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checking INFO 2026-01-31T15:25:35 +0ms service=format name=biome ext=.json checking INFO 2026-01-31T15:25:35 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:35 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:35 +2ms service=format name=oxfmt ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=mix ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=gleam ext=.json checking INFO 2026-01-31T15:25:35 +1ms service=format name=dart ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-31T15:25:35 +0ms service=format name=biome ext=.json checking INFO 2026-01-31T15:25:35 +2ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/1.json read INFO 2026-01-31T15:25:35 +0ms service=lsp file=/app/input/1.json touching file INFO 2026-01-31T15:25:35 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/2.json read INFO 2026-01-31T15:25:35 +0ms service=lsp file=/app/input/2.json touching file INFO 2026-01-31T15:25:35 +2ms service=bus type=message.part.updated publishing |  Write app/input/1.json INFO 2026-01-31T15:25:35 +6ms service=bus type=message.part.updated publishing |  Write app/input/2.json INFO 2026-01-31T15:25:36 +691ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +7ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +2ms service=permission permission=edit pattern=app/input/3.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:36 +1ms service=permission permission=edit pattern=app/input/3.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:25:36 +0ms service=bus type=file.edited publishing INFO 2026-01-31T15:25:36 +0ms service=format file=/app/input/3.json formatting INFO 2026-01-31T15:25:36 +0ms service=format name=zig ext=.json checking INFO 2026-01-31T15:25:36 +2ms service=format name=uv format ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=terraform ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ruff ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=air ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=prettier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=format name=nixfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=mix ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gleam ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=dart ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=biome ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/3.json read INFO 2026-01-31T15:25:36 +0ms service=lsp file=/app/input/3.json touching file INFO 2026-01-31T15:25:36 +3ms service=bus type=message.part.updated publishing |  Write app/input/3.json INFO 2026-01-31T15:25:36 +51ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +1ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +7ms service=permission permission=edit pattern=app/input/4.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:36 +0ms service=permission permission=edit pattern=app/input/4.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:25:36 +0ms service=bus type=file.edited publishing INFO 2026-01-31T15:25:36 +0ms service=format file=/app/input/4.json formatting INFO 2026-01-31T15:25:36 +1ms service=format name=zig ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=uv format ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=format name=terraform ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=rustfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ruff ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=air ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=prettier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=format name=nixfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=mix ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gleam ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=dart ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=biome ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/4.json read INFO 2026-01-31T15:25:36 +1ms service=lsp file=/app/input/4.json touching file INFO 2026-01-31T15:25:36 +14ms service=bus type=message.part.updated publishing |  Write app/input/4.json INFO 2026-01-31T15:25:36 +24ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +8ms service=permission permission=edit pattern=app/input/5.json ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:36 +1ms service=permission permission=edit pattern=app/input/5.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:25:36 +1ms service=bus type=file.edited publishing INFO 2026-01-31T15:25:36 +0ms service=format file=/app/input/5.json formatting INFO 2026-01-31T15:25:36 +1ms service=format name=zig ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=uv format ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=terraform ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=format name=rustfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ruff ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=air ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=prettier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=mix ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-31T15:25:36 +1ms service=format name=ktlint ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=gleam ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=dart ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=cargofmt ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=format name=biome ext=.json checking INFO 2026-01-31T15:25:36 +0ms service=file.time sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa file=/app/input/5.json read INFO 2026-01-31T15:25:36 +1ms service=lsp file=/app/input/5.json touching file INFO 2026-01-31T15:25:36 +28ms service=bus type=message.part.updated publishing |  Write app/input/5.json INFO 2026-01-31T15:25:36 +10ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +3ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:36 +2ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:36 +27ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:36 +1ms service=bus type=session.status publishing INFO 2026-01-31T15:25:36 +1ms service=session.prompt step=15 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:25:36 +76ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:36 +4ms service=bus type=session.updated publishing INFO 2026-01-31T15:25:36 +1ms service=bus type=session.diff publishing INFO 2026-01-31T15:25:36 +4ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:36 +0ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:25:36 +2ms service=tool.registry status=started invalid INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started question INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started bash INFO 2026-01-31T15:25:36 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started read INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started glob INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started write INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started task INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started todowrite INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started todoread INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=started skill INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 question INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=0 bash INFO 2026-01-31T15:25:36 +1ms service=tool.registry status=completed duration=1 skill INFO 2026-01-31T15:25:36 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:36 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:36 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-31T15:25:36 +7ms service=session.prompt status=completed duration=10 resolveTools INFO 2026-01-31T15:25:36 +20ms service=session.processor process INFO 2026-01-31T15:25:36 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:25:36 +35ms service=bus type=session.status publishing INFO 2026-01-31T15:25:40 +4083ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +5ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +26ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +10ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +3ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +3ms service=bash-tool arg=analyze_transcripts.py resolved=/app/input/analyze_transcripts.py resolved path INFO 2026-01-31T15:25:40 +20ms service=bash-tool arg=analyze_5.py resolved=/app/input/analyze_5.py resolved path INFO 2026-01-31T15:25:40 +3ms service=bash-tool arg=analyze_all_names.py resolved=/app/input/analyze_all_names.py resolved path INFO 2026-01-31T15:25:40 +1ms service=permission permission=bash pattern=rm analyze_transcripts.py analyze_5.py analyze_all_names.py ruleset=[{"permission":"*","pattern":"*","action":"allow"},{"permission":"doom_loop","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","pattern":"*","action":"deny"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","pattern":"*","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:40 +0ms service=permission permission=bash pattern=rm analyze_transcripts.py analyze_5.py analyze_all_names.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-31T15:25:40 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +10ms service=bus type=message.part.updated publishing |  Bash Cleanup temporary scripts INFO 2026-01-31T15:25:40 +26ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:40 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:40 +35ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:40 +0ms service=bus type=session.status publishing INFO 2026-01-31T15:25:40 +0ms service=session.prompt step=16 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:25:40 +44ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:40 +0ms service=session.prompt status=started resolveTools INFO 2026-01-31T15:25:40 +1ms service=tool.registry status=started invalid INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started question INFO 2026-01-31T15:25:40 +1ms service=tool.registry status=started bash INFO 2026-01-31T15:25:40 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started read INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started glob INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started grep INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started edit INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started write INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started task INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started webfetch INFO 2026-01-31T15:25:40 +1ms service=tool.registry status=started todowrite INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started todoread INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=started skill INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-31T15:25:40 +1ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-31T15:25:40 +0ms service=permission permission=task pattern=general ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:40 +0ms service=permission permission=task pattern=explore ruleset=[{"permission":"*","action":"allow","pattern":"*"},{"permission":"doom_loop","action":"ask","pattern":"*"},{"permission":"external_directory","pattern":"*","action":"ask"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"},{"permission":"question","action":"deny","pattern":"*"},{"permission":"read","pattern":"*","action":"allow"},{"permission":"read","pattern":"*.env","action":"ask"},{"permission":"read","pattern":"*.env.*","action":"ask"},{"permission":"read","pattern":"*.env.example","action":"allow"},{"permission":"question","action":"allow","pattern":"*"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output","action":"allow"},{"permission":"external_directory","pattern":"/home/cubbi/.local/share/opencode/tool-output/*","action":"allow"}] evaluate INFO 2026-01-31T15:25:40 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-31T15:25:40 +3ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-31T15:25:40 +7ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:40 +1ms service=bus type=session.updated publishing INFO 2026-01-31T15:25:40 +1ms service=bus type=session.diff publishing INFO 2026-01-31T15:25:40 +1ms service=session.processor process INFO 2026-01-31T15:25:40 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa small=false agent=build stream INFO 2026-01-31T15:25:40 +11ms service=bus type=session.status publishing INFO 2026-01-31T15:25:47 +6864ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:47 +4ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +861ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +15ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +21ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +214ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +51ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +2ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +67ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +3ms service=bus type=message.part.updated publishing The extracted action items for Michal have been saved to the corresponding JSON files in the current directory (`1.json` to `5.json`). **Summary of Extracted Items:** * **1.json**: * Update ContactDB ingestion to include all enrichment data from ContactDB in the chunks. * Ensure API document entity type is indexed for search. * **2.json**: No action items found. * **3.json**: No action items found. * **4.json**: * Add contact data entity to ContactDB and enable ingestion into data index for search. * Implement query in ContactDB to list contacts changed since an update for the ingestor. * Sync with Jordan to get him set up with the Monorepo. * **5.json**: No action items found. INFO 2026-01-31T15:25:48 +14ms service=bus type=message.part.updated publishing INFO 2026-01-31T15:25:48 +1ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:48 +14ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:48 +2ms service=bus type=session.status publishing INFO 2026-01-31T15:25:48 +1ms service=session.prompt step=17 sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa loop INFO 2026-01-31T15:25:48 +87ms service=bus type=message.updated publishing INFO 2026-01-31T15:25:48 +1ms service=bus type=session.updated publishing INFO 2026-01-31T15:25:48 +1ms service=bus type=session.diff publishing INFO 2026-01-31T15:25:48 +8ms service=session.prompt sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa exiting loop INFO 2026-01-31T15:25:48 +2ms service=session.compaction pruning INFO 2026-01-31T15:25:48 +13ms service=session.prompt sessionID=ses_3eb59adb5ffeiV9S4oiuykLkpa cancel INFO 2026-01-31T15:25:48 +0ms service=bus type=session.status publishing INFO 2026-01-31T15:25:48 +0ms service=bus type=session.idle publishing INFO 2026-01-31T15:25:48 +7ms service=default directory=/app/input disposing instance INFO 2026-01-31T15:25:48 +1ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-31T15:25:48 +1ms service=lsp.client serverID=pyright shutting down INFO 2026-01-31T15:25:48 +1ms service=lsp.client serverID=pyright shutdown INFO 2026-01-31T15:25:48 +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.