/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_20260116_150055/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: cd98c531 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 157 models to OpenCode configuration Added openrouter standard provider with 339 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 2026-01-16T15:20:33 +880ms service=default version=1.1.17 args=["run","--print-logs"] opencode INFO 2026-01-16T15:20:33 +8ms service=default directory=/app/input creating instance INFO 2026-01-16T15:20:33 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-16T15:20:33 +79ms service=storage index=0 running migration ERROR 2026-01-16T15:20:33 +15ms service=storage index=0 failed to run migration INFO 2026-01-16T15:20:33 +15ms service=storage index=1 running migration INFO 2026-01-16T15:20:33 +26ms service=default directory=/app/input bootstrapping INFO 2026-01-16T15:20:34 +26ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-16T15:20:34 +63ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-16T15:20:34 +4ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-16T15:20:34 +13ms 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 2026-01-16T15:20:34 +713ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.1.17 3 packages installed [687.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-16T15:20:34 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running INFO 2026-01-16T15:20:34 +22ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd) Checked 3 installs across 4 packages (no changes) [7.00ms] stderr= done INFO 2026-01-16T15:20:34 +26ms service=plugin name=CodexAuthPlugin loading internal plugin INFO 2026-01-16T15:20:34 +0ms service=plugin path=opencode-copilot-auth@0.0.12 loading plugin INFO 2026-01-16T15:20:34 +9ms service=bun pkg=opencode-copilot-auth version=0.0.12 installing package using Bun's default registry resolution INFO 2026-01-16T15:20:34 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.12"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-16T15:20:35 +142ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.12 1 package installed [126.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-16T15:20:35 +3ms service=plugin path=opencode-anthropic-auth@0.0.8 loading plugin INFO 2026-01-16T15:20:35 +2ms service=bun pkg=opencode-anthropic-auth version=0.0.8 installing package using Bun's default registry resolution INFO 2026-01-16T15:20:35 +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 2026-01-16T15:20:35 +797ms 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 [783.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-16T15:20:35 +58ms service=bus type=* subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=session.updated subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=message.updated subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-16T15:20:35 +1ms service=bus type=session.updated subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=message.updated subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=message.part.updated subscribing INFO 2026-01-16T15:20:35 +0ms service=bus type=session.diff subscribing INFO 2026-01-16T15:20:35 +0ms service=format init INFO 2026-01-16T15:20:35 +0ms service=bus type=file.edited subscribing INFO 2026-01-16T15:20:35 +1ms service=lsp serverIds=deno, typescript, vue, eslint, oxlint, biome, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, fsharp, sourcekit-lsp, rust, clangd, svelte, astro, jdtls, kotlin-ls, yaml-ls, lua-ls, php intelephense, prisma, dart, ocaml-lsp, bash, terraform, texlab, dockerfile, gleam, clojure-lsp, nixd, tinymist, haskell-language-server enabled LSP servers INFO 2026-01-16T15:20:35 +4ms service=bus type=command.executed subscribing INFO 2026-01-16T15:20:35 +71ms service=server method=POST path=/session request INFO 2026-01-16T15:20:35 +2ms service=server status=started method=POST path=/session request INFO 2026-01-16T15:20:35 +10ms service=session id=ses_4389b1e8bffeQW5sQzxZC1w3ZB version=1.1.17 projectID=global directory=/app/input title=New session - 2026-01-16T15:20:35.957Z time={"created":1768576835957,"updated":1768576835957} created INFO 2026-01-16T15:20:35 +6ms service=bus type=session.created publishing INFO 2026-01-16T15:20:35 +1ms service=bus type=session.updated publishing INFO 2026-01-16T15:20:35 +10ms service=server status=completed duration=27 method=POST path=/session request INFO 2026-01-16T15:20:35 +1ms service=server method=GET path=/config request INFO 2026-01-16T15:20:35 +0ms service=server status=started method=GET path=/config request INFO 2026-01-16T15:20:35 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status=started state INFO 2026-01-16T15:20:36 +25ms service=models.dev file={} refreshing INFO 2026-01-16T15:20:36 +29ms service=provider init INFO 2026-01-16T15:20:36 +15ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:20:36 +8ms service=bus type=session.updated publishing INFO 2026-01-16T15:20:36 +8ms service=bus type=session.status publishing INFO 2026-01-16T15:20:36 +1ms service=session.prompt step=0 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:20:36 +21ms service=provider providerID=openrouter found INFO 2026-01-16T15:20:36 +2ms service=provider providerID=opencode found INFO 2026-01-16T15:20:36 +0ms service=provider providerID=litellm found INFO 2026-01-16T15:20:36 +0ms service=provider status=completed duration=109 state INFO 2026-01-16T15:20:36 +9ms service=llm providerID=openrouter modelID=anthropic/claude-haiku-4.5 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=true agent=title stream INFO 2026-01-16T15:20:36 +1ms service=provider status=started providerID=openrouter getSDK INFO 2026-01-16T15:20:36 +0ms service=provider providerID=openrouter pkg=@ai-sdk/openai-compatible using bundled provider INFO 2026-01-16T15:20:36 +0ms service=provider status=completed duration=1 providerID=openrouter getSDK INFO 2026-01-16T15:20:36 +2ms service=bus type=message.updated publishing INFO 2026-01-16T15:20:36 +2ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:20:36 +26ms service=tool.registry status=started invalid INFO 2026-01-16T15:20:36 +0ms service=tool.registry status=started question INFO 2026-01-16T15:20:36 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:20:36 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:20:36 +1ms service=tool.registry status=started read INFO 2026-01-16T15:20:36 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:20:36 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:20:36 +0ms 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2026-01-16T15:20:43 +0ms service=permission permission=bash pattern=ls -R action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:20:43 +13ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:20:43 +6ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:20:43 +22ms service=bus type=message.part.updated publishing |  Bash List files recursively to understand the directory structure .: 1.json 2.json 3.json 4.json 5.json INFO 2026-01-16T15:20:43 +47ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:20:43 +3ms service=bus type=message.updated publishing INFO 2026-01-16T15:20:43 +19ms service=bus type=message.updated publishing INFO 2026-01-16T15:20:43 +1ms service=bus type=session.status publishing INFO 2026-01-16T15:20:43 +1ms service=session.prompt step=1 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:20:43 +4ms service=bus type=message.updated publishing INFO 2026-01-16T15:20:43 +4ms 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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 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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 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service=permission permission=read pattern=/app/input/1.json 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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 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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 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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 2026-01-16T15:21:17 +1ms service=permission permission=bash pattern=ls -lh action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:21:17 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:21:17 +0ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:21:17 +12ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:21:17 +17ms service=bus type=message.part.updated publishing |  Bash Check file sizes total 780K -rw-rw-r-- 1 cubbi cubbi 245K Dec 16 22:37 1.json -rw-rw-r-- 1 cubbi cubbi 121K Dec 16 22:37 2.json -rw-rw-r-- 1 cubbi cubbi 57K Dec 16 22:37 3.json -rw-rw-r-- 1 cubbi cubbi 135K Dec 16 22:37 4.json -rw-rw-r-- 1 cubbi cubbi 210K Dec 16 22:37 5.json INFO 2026-01-16T15:21:17 +14ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:21:17 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:21:17 +3ms service=bus type=message.updated publishing INFO 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status=started read INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:21:17 +1ms service=tool.registry status=started write INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started task INFO 2026-01-16T15:21:17 +1ms service=tool.registry status=started webfetch INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:21:17 +3ms service=tool.registry status=started todoread INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:21:17 +1ms service=tool.registry status=completed duration=7 invalid INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=completed duration=7 question INFO 2026-01-16T15:21:17 +0ms service=tool.registry status=completed duration=6 read INFO 2026-01-16T15:21:17 +0ms service=tool.registry 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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 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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 2026-01-16T15:21:23 +2ms service=bus type=message.part.updated publishing |  Bash Extract transcript from 1.json 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. 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. Mathieu: So It's just a matter of moving from Squid proxy to a SOX proxy. Mathieu: I already did some analysis. Mathieu: There is none that support SEL the way we want. Mathieu: So Claude gave me a tiny implementation that fits just our case. Mathieu: I'm going to double check that if there is not an open source solution easy to use instead. Mathieu: I did the review of your tag, Nikita. Mathieu: I think the pull request might be an merge. Mathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection. Nik: Oh. Nik: Don't worry. Mathieu: Uh that's it. Mathieu: Uh that's for me. Mathieu: Next one. Mathieu: Under me I have Igor. Mathieu: I have Igor. Nik: Yeah, I'm gonna go last, just just so so you know. Angel: It can go outcome. Igor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector. Igor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed. Igor: Uh I think I already uh reported about uh what exactly it entails. Igor: Uh uh separate accounts for everything, separate uh EC two f Etc. Igor: and installation from scratch as a first-time user. Igor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella. Igor: So I need to review and refine those. Igor: Yeah. Igor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet. Mathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation. Mathieu: To me feels Mathieu: weird to publish a website where like some page is just completely wrong. Mathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that. Mathieu: This is what we do, et cetera. Mathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet. Mathieu: So I feel it goes together. Igor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true. Mathieu: So I will spend time to to to reduce uh the review. Mathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete. Igor: Yeah, okay. Mathieu: Okay. Mathieu: Thank you. Igor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes. Igor: Not sure if we want to do it here. Igor: So I can I I can do later in a another call. Igor: Let's have it actually. Igor: Okay. Mathieu: Yeah, let's do the update and maybe we need a a reflector meeting. 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. 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. 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. 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? 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. Nik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be. Nik: We haven't had a conversation, but I feel like there it will be an important component. Nik: So this is super useful. Mathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary. Mathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead. Nik: Can it just be a webhook? Nik: Like, we already have the reflector webhook and we can have like an NAA flow. Nik: I mean, Sergei has already built something like that. Nik: I mean, we can make it more complex in a way that like we can have a more complex flow. Nik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right? Mathieu: Uh I Nik: Or I guess, no, it Nik: is available now. Mathieu: Yeah, exactly. Mathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo. Mathieu: We need to validate if this is going to be uh good or not. Mathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector. Mathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep. Mathieu: Good enough, right? Mathieu: Or meeting prep can have also its own ingestion system. Mathieu: Just is there any new meeting? Nik: I think so there are like two user stories inside of one, sort of. Nik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM. Nik: And so these are two different flows, in my opinion. Nik: Not different flows, but like they're slightly different. Nik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries. 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. Mathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it. Mathieu: Um yeah, that's it. Mathieu: Um yeah. Nik: Should it be associated with the meeting itself? Nik: Like, is there going to be a relationship? Nik: Okay, cool. Mathieu: We we have parent ID uh approach on that index. Mathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector. Nik: Do we store transcripts as well? 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. 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. Angel: Uh yeah, basically that is my my update. Mathieu: Do we have a GLM 4.5 air running on B300 constantly? Mathieu: Or is it still B200? Angel: Sorry, sorry, Matthew, which No, currently, no. Mathieu: Do we have the G I will write it because maybe my English accent. Mathieu: Sorry, GLM 4.5 Air. Mathieu: Is it running on B300 all the time? Angel: Currently, the only model that is working is forty-five air, the well, the the the two mhm. Mathieu: Okay. Mathieu: Yes. Angel: Yeah, but we have to or we should choose choose one of these to to to work. Mathieu: Okay. Mathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time. Angel: Okay. Angel: Well, it's because Currently we have this. Angel: Uh we have been using this during some months. Angel: We have um let me check. Angel: No, I'm gonna share again. Angel: Sorry. Angel: Uh let me let me check. Nik: Are we using quantized versions of these or no? Mathieu: What, Nick? Nik: Are we Nik: using like quantized versions of these? Nik: I as in like not even quantized, but like what's the quantization there? Angel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly. Mathieu: Jerhal, Alhal. Mathieu: Jeral, do you know? Nik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute. Mathieu: Uh okay. Angel: But we could promote. Angel: Let me show you. Angel: We have this one now. Angel: We have this one. Angel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated. Angel: We have this one and this. Angel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm. Mathieu: That max: Wait, wha why does the four point five Air use four B two hundreds? max: That's a shit ton of space. Angel: Sorry, sorry Mats. Angel: What is the question? max: Wha why? max: Like like w why is it that Daniel's version of the Air model needs four times the VRAM? Angel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them. max: Why, yeah, but why? Angel: Mm well, I I'm not sure much really. Angel: I'm not sure. max: I think that's a pretty important, but Angel: It uses more it uses more it uses more memories, right? Angel: But I I don't understand Angel: really why it it Mhm. 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, 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. Angel: Mm-hmm. max: Yeah. Mathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory. Mathieu: So you need a second card. 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? Mathieu: Okay, with six card, you can have two user full context. max: All right, I need to Mathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot Mathieu: do it, it will just buy uh queue it, so you wait. Mathieu: But if we want to run full context with this model, we need Rockard. max: um what the fuck um It's just very surprising to me, I guess, that that's the case. max: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes. max: What is it at 64K? Mathieu: Mm-hmm. max: Is it can you show me? max: Okay, we're still talking more than two. Mathieu: Ricardo. max: Interesting. max: And and what is it what is it, a thirty-two K? max: Okay. Mathieu: One is insufficient, two is required. max: Interesting. max: Interesting. max: Okay. max: And then uh a single B three hundred, is it enough? Mathieu: I don't see that what I was trying to look here, but it's not on the list any. max: Well, we can just use our brains, right? max: 264 gigs versus what's a B300? max: 288. Mathieu: I don't know which costs less. max: Yeah, it would fit on a so a 32K cache would work on a on a single B300. max: Um without right. Mathieu: Myself. max: Um it would just just work. max: Um okay that uh I guess I guess uh that's good to know. max: Um the single B3 B200 is what, like five dollars an hour B300? max: Hmm. max: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore. max: Seems like computer's in high demand. max: Okay. max: Sorry for breaking in on this. max: It's just that number raised my head. Angel: Oh it's it's yeah, it's important. Angel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options. Angel: But we have as well the GLM four seats, but it will use you know Angel: more GPU, but uh I worked in the spot type of of instances. Angel: The same for the DeepSeek one because it uses eight GPUs. Angel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time. Angel: And the spot may be in business hours initially. Angel: I don't know if you agree on that, guys. Angel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them. Mathieu: Yep. Angel: And uh oh go on, Matthew. Mathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate? Mathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it. Mathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one. Mathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience. Mathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not. Angel: Yeah, maybe maybe w well we can Angel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that. Angel: And we can use initially this the on-demand instances to to evaluate that. Angel: It's only Yeah, but it's good to have options. Mathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system. Mathieu: Um yeah. Mathieu: That's about it. Angel: But yeah, we have to use it. Mathieu: Yeah. Angel: Thank you guys. Nik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision? Nik: Is it the performance significantly worse? Nik: Because that would save a lot of compute. Mathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know? Mathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks? Mathieu: Are we making it the default? Mathieu: And it's it's unclear. Mathieu: That's why we need evaluation. Nik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics. Nik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace Nik: uh for different quantizations and compare those. 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. 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. Mathieu: I will add uh deep seek and uh and GLM four dot six on the LL and see how it goes. Mathieu: Next one, Jose. Jose: Well, money short, I haven't done too much progress since Friday, but I have uh the daily digest here in this new personal intel UI. Jose: This is just the info you had here, but just put here in personal intel and make the projects work, show this info. Jose: I still need to uh fetch the contacts. Mathieu: Mm. Jose: and make these buttons work. Jose: Uh threads are the same, you say to fetch Jose: them from daily digest, having look into that, and then still need to make this search work with what with whatever we have uh here. Jose: That's it, basically. Jose: Haven't done too much since Friday by that but that's it. Nik: Yeah, this looks this looks good. Nik: Looks good so far. Mathieu: Thank you, Ros��. Mathieu: Nick? Nik: Yep, thank you. Nik: Um so let me just share my screen as well. Nik: I just wanted to talk a little bit about um the process. Nik: Monetical, I kind of want to validate this process with you guys. Nik: You know, we validate projects all the time, but I also want to validate this process. Nik: Maybe we could do like for a few days, we could just kind of write one of these. Nik: Well, so for every person who's working on some project, they could create a doc based on this template. Nik: Well, this template. Nik: But you can also look at a few examples here. Nik: So, for example, common availability is the task I'm working on. Nik: Matthew is working on security. Nik: And you could create your own. Nik: And basically, all you would have to, well, you would have to write the whole doc first. Nik: But later on, once the doc is written, like the initial version of it, all you have to update is tasks, check-ins. Nik: And then if you get some feedback, You can like add that. Nik: You can even like LLM generated with like from like a reflective transcript. Nik: And for demos, we basically like whenever you ship a feature, you'll put a demo in here and like try to collect some like unstructured feedback. Nik: So like the reason there are two types of feedback here. Nik: Is like this is the structured feedback and like something we actually need to work on and focus on. Nik: And this Nik: is the unstructured feedback that like we shouldn't work on just yet because we gotta like, well, maybe discuss it as a team first. Nik: So yeah, basically this is based on like four main kind of components. Nik: First of all, it's the mission outcomes tasks. Nik: So just for us to understand the business value of the project, we gotta understand why we're working on this project. Nik: So the mission could be something like reduce scheduling cycles from days to minutes for Anna, because that's her main kind of like problem right now. Nik: She takes a while to figure out how to find common availability across team members in Monatical. Nik: And then we can define the outcomes. Nik: So, like, Anna can schedule multi-person meetings in less than five minutes or whatever, break it into tasks. Nik: And the tasks are like that's the initial set of tasks. Nik: Tasks are constantly updated. Nik: Basically, all the instructions are already here. Nik: But I'm just like kind of explaining the context of this. Nik: Then the check-ins, I mean, this is pretty, this is much simpler than the check-ins we're writing currently. Nik: So, currently, like we're doing this experiment where we write check-ins, like kind of like several paragraphs or whatever, and like try to tie it to the business value. Nik: Here, all you have to do is like answer one question tied to each of the tasks that you worked on today. Nik: So, for example, build this ICS ingestion so Anna can submit and free your DZ securely, because one of the things that's required is Secure, uh, like no event details leaked. Nik: Basically, and basically, the uh, uh, in order for you to think about check-ins less, you just say, Oh, I did X, and this is how it impacts the business, or like how Nik: it brings the value to the business. Nik: That's it. Nik: Like, you can even use this format, that's all that matters, like, just X and Y, X and Y. Nik: Then In the embedded feedback loop, we basically just kind of keep track of all the feedback we collect tied to a date. Nik: I mean, it can be simplified a little bit. Nik: So, like, for example, in common availability, what I did is I put a date here and then I just say, oh, Matthew suggests Coolify, Anna suggests this, and so on and so forth. Nik: And then For demos, this is pretty self-explanatory, some sort of a screenshot, some website maybe, if it's like a big project that's been completed or like one version of the project. Nik: But it's best to include like a video if it's if the project is gonna be updated so that we can like also see the product narrative and see all the feedback we've ever collected. Nik: And this is super useful because that way we can like, well, sometimes we forget like we collect feedback, but we sometimes forget. Nik: We don't take notes a lot. Nik: Here, you're not going to forget, like, never. Nik: You can like read through the entire thing and like make sure that you remember, you know. Nik: And again, this allows you to better understand the value of the entire project, like what kind of business value this brings and stuff like that, which is something Max really cares about. Nik: And I think it's very important for just like the company overall. Nik: So, yeah, I think the first step. Nik: Just for you guys, is like copy this template, maybe common availability or security. Nik: I think security is written pretty well as well. Nik: Good job, Matthew. Nik: And you can copy this template and Nik: like fill in the blanks basically, or like replace like, say, the outcomes with your outcomes, the tasks with your current tasks. Nik: And that way, we can all keep track of. Nik: Like what everyone's doing, whether like anyone's blocked, I can like take a look and understand it better. Nik: And again, that way we kind of become more independent. Nik: And again, like this allows us to be better project managers, sort of, to an extent. Nik: Because and like, again, developing is just not enough these days. Nik: And the reason we want to become better project managers is because we well, because we want to be more independent. Nik: We don't want to be told what to do. Nik: We want like ultimately the goal of Monadical, like the business value is like becoming a forward deployed engineer. Nik: And forward deployed engineers, they're pretty independent. Nik: Like they work with the client and they collect all the feedback. Nik: And then if like another person needs to join the team, they can like use this document to understand better what's going on. Nik: And what needs to be worked on, and like what demos have already been shown, and stuff like that. Nik: This could also be useful. Nik: And yeah, I guess like I'm not pulling this out of nowhere. Nik: This is basically the process that Palantir uses. Nik: I mean, at least like parts of it. Nik: We can try and improve and adjust these. Nik: This process to our needs. Nik: And ultimately, the goal is going to be maybe only writing the tasks or something, and then generating the rest with an LLM or also connecting, having this as a separate user story. Nik: And basically, everyone will have their own kind of project that they're going to be working on. Nik: And the LLM will be extracting tasks tied Nik: to MOT, tied to check, like maybe it's going to write check-ins for you. Nik: Uh but right now we're what we're trying to to figure out is like whether this works for the team, whether this looks good. Nik: We're trying to collect some feedback from from you guys. Nik: So I know that this is extra work and this is kind of I mean it might be not might not be super clear why we're doing this, but like this is important and this is something that Like, this is the direction we're moving in. Nik: We want to have better processes. Nik: We want to structure our work better and just understand the client better and also have a better feedback loop. Nik: So, this is what we're trying to solve here. Nik: So, yeah, this is my proposal. Nik: I just want to validate it just like any other project. Nik: So, let me know what you think. Nik: Feel free to write a few things for a few days. Nik: Um, like, just write a document first of all, and then, like, maybe for one or two days, just fill it out and see how it feels. Nik: And then maybe you can give me like by the end of the week, you can give me some feedback, and I'm gonna try to improve based on that feedback. Nik: So, yeah. Mathieu: Can we just task instead that like everybody here on their own subject should have their own page right now on the subject they're working on? Nik: Yeah, yeah, yeah, exactly. Nik: Yeah, that's what I'm saying, yeah. Mathieu: I have first, thank you. Mathieu: I have three questions. Mathieu: No, no, can you let it open? Nik: Oh, sorry. Mathieu: I have three questions on that. Nik: Yeah, yeah, of course. Mathieu: One is to show to the team that you can fold. Mathieu: Can Nik: Oh, Mathieu: you show how to fold the section? Nik: right. Nik: Yeah, so basically we just have four sections like this. Mathieu: Exactly. Nik: And you can like unfold them. Mathieu: Like the one thing that Igor was saying, like the demo part can be complicated. Mathieu: I think you can fold by age. Mathieu: So if like if you have an h2, you can fold like the whole h2. Mathieu: Like it's h2. Nik: Yeah, this is by date basically. Mathieu: Exactly. Mathieu: So you can have the you can uh fold by default if you don't want to see all the the demo on your page or whatever. Nik: You can also follow the feedback if you want, yeah, and try to make it pretty. Mathieu: And it's it's it saves the states. Mathieu: That's one thing. Mathieu: Another thing I wanted to ask Unique, because it's I got into a problem. Mathieu: How do you add an H2 with a date? Nik: Oh, so. Nik: You, as you can see, on well, it's basically the same as a notion, but if you haven't used Notion, you just type dash and you first say heading two and then dash, and then you go all the way to, or maybe you can like type date, start typing date, and like it says today, yesterday, right? Mathieu: Yeah. Nik: So maybe you can say yesterday. Mathieu: Yeah. Nik: There you go, this is the date. Mathieu: Yeah, but it's not the same kind of date that you have. Nik: Oh, interesting. Mathieu: Your date is like a link on the calendar. Nik: Why why didn't why didn't it work? Nik: It was just uh uh how did I do that? Mathieu: And I I try to replicate. Mathieu: I don't know how you did. Mathieu: That's what I want to ask because exactly. Nik: I forgot. Mathieu: Because here you click. Mathieu: Well, maybe it doesn't have any matters. Nik: So oh oh oh okay, Mathieu: You know like. Nik: I I think I remember I think I remember. Nik: I think it's it's not date, it's uh at and then you select a specific date on the calendar like this. Mathieu: Ah is at is the at okay good to know thank you um third question did you make a template okay I I can I can I can Yeah, I can give it a try because I feel like this you we have already two projects here layout so a template can be uh quite easy to to but thank you. Nik: Yes. Nik: Yeah, I'm not sure how to do that. Nik: Maybe I can work on that next. Nik: Or if you want, you can try yourself. Nik: Yeah, do you do you guys have any other questions before I stop sharing the screen? Nik: Or maybe like some feedback? max: I have some questions. max: So it seems like right before we got into this, there was like a brief conversation about evaluating language models and deciding what endpoints to keep up and communicating between the The infrastructure team and the development team on what language models are there, but it didn't feel like we reached a conclusion in that conversation. Mathieu: Nope. max: And so, I think if we want to actually get value out of these conversations, we need to have, like, there needs to be a, okay, we're going to do it, we're going to solve this problem in this way. max: Kind of conclusion at the end. max: And then we try something. max: And if it doesn't work, you try something else. max: But if you just like kind of state a problem and then move on, then it's going to be tough to make progress. max: Right. max: So, like, for example, I think it'd be great if everybody on this call right now, max: after this call, go went and added another evaluation metric to the LM eval library and then ran it on some on like the current open models and gave your opinion. max: In Zulip of which open models are best under which conditions based on your evaluation and whatever metric you ran. Nik: Okay. max: And then that would take us one step closer to having a process by which we would be able to evaluate the new models. max: So, for example, like right now, you know, there's a DeepSeq 3.2 was just released, and Mistral just released their big flagship model. max: It would be very useful for us to have an opinion, or at least it would be certainly useful for me, but also for the infrastructure team to have an opinion of: hey, the team thinks that this model is the best one right now. max: And so, therefore, we're going to prioritize hosting this one as opposed to just a shrug, I'm going to do this one. max: That's not a very scientific process, right? max: Similarly, all of the stuff that Nikita, that you are presenting on here. max: Like I would like to see a concrete process that everybody commits to by which we determine, hey, you know, like is this process gonna help us? max: And in which ways are we hoping that it helps us, et cetera, et cetera. max: Right. max: So like I think it's not enough to, and I, you know. max: This is in no way a me blaming you guys. max: I actually think that this is like a reflection. max: I'm seeing my own reflection in the mirror right now because I think I do this all the time. max: But I think it's not that useful to get on a call and just talk about the problem. max: You you need max: to decide what you're going to do about it. max: And even if that solution isn't good enough, it's much better to commit to some kind of solution and try it than it is to have none. max: Right. max: Like even if that it's even if it's a bad solution, the fact that you went out and tried it, you've learned something from your experiment. max: Right. max: So I would love to see the outcome of this call be like, we're going to do these things specifically to address these problems, as opposed to, I'm just going to mention this problem, especially for these like core things, right? max: Like evaluating the performance of models on tools that we're building. max: Like this is a core, core problem that we need to have a good answer for going forward. max: Right. max: Um so yeah, we need we need we need to commit to something, some kind of process. Mathieu: Um can I ask you for your opinion? Mathieu: For example, another one will be um last week we were impacted by one of the RCE uh on Next.js uh on one of our server. Mathieu: Um Angel work uh Angel work uh on uh executing trivia and it exposed like a lot of critical issue on the application we have on Codify. Nik: Perfect. Mathieu: You you have like like this is kind of more organizational problem also. Mathieu: What would be your approach of of tackling this part? Mathieu: Because it's like you see the team in front of you, everybody has also a task that is like short term. Mathieu: And I feel like even with short term there is another shortcoming and another comings, it's it's to me it feels like how How critical are we every time we do something? Mathieu: And are we accepting to push the other stuff aside? Mathieu: Because if it will be me right now, it's like, okay, you have a business value and I understand it. Mathieu: Like for the relation between, hey, we have a new model, how it performs, we use the engineering time to go and have an answer and we can communicate with the backend, but also like there is the infrastructure. Mathieu: Uh, issue. Mathieu: Unreal is completely alone on that. Mathieu: I'm not even sure it got the time to completely focus on that plus the model plus like he's spinning up. Mathieu: That's where I am. Mathieu: This is why I, when I mentioned the thing, is it is like right now there is a critical issue on Codify. max: What's your what's your function? max: Um You're asking how do you prioritize different things that need to get done? Mathieu: Unreal is alone. Mathieu: It is not. Mathieu: The one hosting all the application, everybody everybody is responsible also. Mathieu: So how do we move as an orchest initiation to improve our security here? Mathieu: Is it as valuable as testing the LLM? Mathieu: Somebody else? Mathieu: I'm not sure if uh you understand me. Mathieu: Um I don't know how to phrase it. Mathieu: Yeah, in a way that some feels a little bit uh also can be dangerous. Mathieu: I don't know. Mathieu: Security-wise, when you have a lot of critical on uh on the server everybody use feels like something that should be addressed first. max: Yeah, that that seems like a reasonable conclusion to me. Mathieu: Okay. max: When when was this critical thing discovered? Mathieu: Uh it started uh last week when the week before there was uh a script uh running uh fully on a Kobe container, uh not Kirby per se, like the Kirby front end on one of the server because the next.js version used was impacted. Mathieu: Uh why this one exactly it Mathieu: just it has an R C and when Anheil runs the script uh maybe I can share. Mathieu: Uh remote um Code execution. Mathieu: So what it did is like through the front end, you have been able to download something in the slash TMP of the Docker container and be able to run a crypto miner out of it. Mathieu: And this is where I post it on security. Mathieu: There is something that I feel like as soon as we do Docker, we don't have a good way to do. Mathieu: Like for example, not everybody, including me, is at least putting a user. Mathieu: Uh we all use uh mostly all used roots into a Docker container, which is wrong. Mathieu: But this will not even prevent that. Mathieu: The other is like if you have a firmware, let's say open W I will I think you know OpenWRT, you install the firmware, everybody is read-only except slash tmp, where you can put files, but you cannot execute any file because you don't have the execution bits on slash tmp mounts. Mathieu: I wonder what kind of stuff we can have for Docker. Mathieu: To at least be secure on that, like even if we have an RCE, people can maybe download something on the container, but cannot execute anything. Mathieu: And I think it's completely missed by the Docker community when you do container and when we publish container. Mathieu: None of the containers have this kind of security inside. Mathieu: So, meaning today, And Anriel, if you are still there, can can you tell or share the latest trivial report you post? Mathieu: Because I asked you to automate it, so now it's automated. Mathieu: I just don't remember where where it's uh posted on Zulip. Angel: Sure. max: Yeah. Mathieu: On DevOps security. Angel: Yeah, this yeah, yeah, because we we don't have Angel: really a security team presenting like that. Angel: So the the last um scan results were this. Angel: Uh we have five and ninety hundred critical stuff to fit. Angel: And let me check. Angel: But this is um markdown, but but yeah, so we have all the images. max: Can we just put that in Hedge Doc so that it renders? Angel: We have o o oh yeah, yeah, yeah, but but only to this is public, but you we have the the images, the container itself and the project in Codify. Angel: And we have a summary of the yeah of the of the issues. Angel: For example, in this case, Postgres has four high. Angel: It's not that high is not important, but uh for example this one is an old uh version, so this one has six critical. Angel: And yeah, we have a bunch of of stuff here for for the different projects. Mathieu: But very critical and true very critical and critical. Angel: Go go on, not yet. Mathieu: Like what are we really impacted? Mathieu: And that's where I was checking. Mathieu: If you search for the RCE, for example, monadical reflector frontend is vulnerable to an RCE right now. Mathieu: How do I do all the others? Mathieu: Okay, form bricks also. Mathieu: Like if you search a space RCE space, we already have some containers that absolutely require attention today to prevent this to happen again. Mathieu: Okay, that's it. Mathieu: Yeah, reflector frontend, which is this one. Mathieu: Infinisco also. Mathieu: It has an XGS in React Light protocol again. Mathieu: So yeah. Mathieu: It's the same one that was impacted from the QB front-end container. Mathieu: So I feel like UNRL by itself cannot do all the work. Mathieu: And we need also to have a process that right now we have a lot of critical security ones. Mathieu: Are they all required to be done Mathieu: or not? Mathieu: It's something else. Mathieu: It would be ideally. Mathieu: No, of course, no security alert. ...37620 bytes truncated... The tool call succeeded but the output was truncated. Full output saved to: /home/cubbi/.local/share/opencode/tool-output/tool_bc7659d1b001GeHNQtb3dS5rN1 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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2026-01-16T15:22:13 +0ms service=permission permission=bash pattern=python3 filter_transcript.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:22:13 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:13 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:13 +44ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:13 +89ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:13 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:13 +8ms service=bus type=message.part.updated publishing |  Bash Filter transcript of 1.json for Michal's tasks 1: Nik: Hey Igor, what's up? 2: Nik: Hey, Michal, how are you? 3: michal: I'm good. 4: michal: I'm good. 5: Nik: Good to hear. 6: Igor: Joseph. 7: Nik: Hey Jose, how are you? 8: Jose: Hey there. 9: Jose: Can you hear me? 10: Nik: Yes. 11: Igor: Yeah. 12: Nik: I'm adjusted being Matt to you. 13: Nik: Matthew. 14: Nik: I don't know if Juan is gonna be coming. 15: Nik: He was online 59 minutes ago. 16: Nik: I'm not sure if he's available. 17: Nik: Oh, he I think he's he posted something on yeah, so he is sick today. 18: Nik: So yeah let me just also do Hey everyone. 19: Mathieu: Yeah, sorry. 20: Mathieu: Let's go. 21: Mathieu: How do we start this one? 22: Nik: I guess we can start with the updates and then move to the project management stuff if that works for you guys. 23: Mathieu: Yep, you just change something with your MIC gain. 24: michal: It gets it gets very loud. 25: Nik: Oh sorry, oh oh, I see. 26: Nik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic. 27: Mathieu: Thank you for the string so here. 28: Nik: I'm sorry. 29: Nik: I didn't mean to do that. 30: Mathieu: I will go first very fast. 31: Mathieu: We got a meeting with Nick on Friday to confirm some stuff with Max. 32: 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. ... 84: Igor: Yeah, yeah, yeah. 85: Mathieu: Maybe not the internal app. 86: Igor: I would love to present something there. 87: Mathieu: Okay. 88: Igor: Right. 89: michal: I can go next. 90: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: 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? 97: michal: That's a question for me. 98: 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. 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. 101: michal: I can do that if that's that's needed. 102: Mathieu: I b b because otherwise it will I feel it will be super limited, right? 103: Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. 104: Mathieu: Therefore, I would say enrichment data and I as a minimum. 105: 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. 106: Nik: No, I think uh you're right that we should definitely include a Apollo search. ... 110: Nik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts. 111: 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. 112: 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. 113: 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. 114: Nik: So like that was the MVP for like in my view for now. 115: michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk. 116: Nik: Yeah. 117: Nik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too. 118: Nik: It's it's fine. 119: 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. 120: Mathieu: That's what I was thinking, enrichment data. 121: Mathieu: I you talk about um the the little document and tweet attach. 122: 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. 123: Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. 124: Mathieu: API documents is uh indexed by search index, right? 125: michal: Uh APA documents. 126: michal: I I don't think so. 127: michal: I haven't written an uh a chunk a chunk a chunker for that. 128: Mathieu: Ah okay, okay, so maybe not. 129: 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. 130: Nik: Well I mean I got a new job is a good post. 131: Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. 132: Nik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much. ... 134: Nik: And I feel like for the MVP that would be an overkill. 135: Mathieu: Mm-hmm. 136: Nik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful. 137: Mathieu: Okay. 138: Mathieu: Okay. 139: michal: Is is the entity type oh sorry, a quick question. 140: Mathieu: As for sorry. 141: michal: Is the entity type of API document a document entity? 142: Mathieu: Ah, yes. 143: michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. 144: Nik: Yeah. 145: Nik: That would make sense, yeah. 146: Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. 147: Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? 148: Mathieu: Or the document coming from Social Graph. ... 182: Nik: Not different flows, but like they're slightly different. 183: Nik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries. 184: Nik: Maybe we could like even get the user to set the prompt, but I don't know yet. 185: Nik: Uh it depends on like how many use cases we have. 186: 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 187: 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. 188: Nik: Well, I mean, uh what I'm saying I guess maybe, maybe. 189: michal: Yeah. 190: Nik: Or maybe you could have like a check check mark, like send this to my DM as well or something. 191: Nik: I don't know. 192: Nik: But yeah, depends. 193: Nik: Depends. 194: Mathieu: Yeah, yeah, okay. 195: Mathieu: Well, let let's validate first. 196: Nik: Yeah. 197: Mathieu: Yeah. 198: Nik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways. 199: Nik: So that's the main point. 200: Mathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live? 201: Mathieu: I have only one constraint here is the personal summary should be accessible in Data Index two. 202: Mathieu: Okay. 203: Mathieu: So it will be whatever we do the first one that will generate content that is back into data index. 204: Mathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it. 205: Mathieu: Um yeah, that's it. 206: Mathieu: Um yeah. 207: Nik: Should it be associated with the meeting itself? 208: Nik: Like, is there going to be a relationship? 209: Nik: Okay, cool. 210: Mathieu: We we have parent ID uh approach on that index. ... 213: Mathieu: That is uh good enough. 214: Mathieu: Yep. 215: Mathieu: It has everything. 216: Mathieu: It has a full transcript in WebVTT with a person attached and 217: Mathieu: it has uh the summary long and short. 218: 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. 219: Mathieu: Work on top of that. 220: Mathieu: Uh edit is a thing that on data index we don't have at all. 221: Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. 222: michal: Mm-hmm. 223: Mathieu: Let's see if we need uh that or not. 224: 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. 225: michal: Okay. 226: Mathieu: Okay, do we want visualization? 227: 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. 228: 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. 229: Mathieu: If that is good enough, then yeah, we don't need the big things here. 230: Mathieu: Okay. 231: michal: Oh okay. 232: Mathieu: Next one. 233: Angel: Hello. 234: Angel: Well, hello guys. 235: Mathieu: Ronald. 236: Angel: But today currently we have the big models working. ... 298: max: that doesn't that doesn't make any sense to me, like intuitively. 299: max: Why would that be the case? 300: 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. 301: Angel: Yeah, it it's it's it's strange, but it uses more. 302: Mathieu: Otherwise you will just uh use full memory and then it's blocked. 303: 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. 304: Mathieu: Doesn't work. 305: 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. 306: max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? 307: michal: Um can't remember from the top of my head. 308: 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. 309: 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. 310: michal: Like it doesn't it it doesn't start at at all. 311: max: But yeah, but Hang on, hang on, hang on. 312: michal: It doesn't generate any any answers. 313: max: I don't feel like we have reached a satisfactory conclusion to this conversation. 314: max: Right? 315: max: Like the AIR model uses about 100 gigs of VRAM. 316: Angel: Mm-hmm. 317: max: The B200, a single instance, ... 331: 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. 332: Mathieu: Yes. 333: Mathieu: I am 4.5 Q8 quantization. 334: Nik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization. 335: max: But it it it does the why would the KV cache be using double the precision of the inference quantization? 336: michal: Yeah, what about the key because 337: Mathieu: Yeah, no, okay, okay, Evan. 338: Mathieu: Okay, I put a little bit d down. 339: Mathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need. 340: Mathieu: Four card. 341: max: Okay. ... 388: Angel: And the spot may be in business hours initially. 389: Angel: I don't know if you agree on that, guys. 390: Angel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them. 391: Mathieu: Yep. 392: Angel: And uh oh go on, Matthew. 393: Mathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate? 394: Mathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it. 395: Mathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one. 396: Mathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience. 397: Mathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not. 398: Angel: Yeah, maybe maybe w well we can 399: Angel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that. 400: Angel: And we can use initially this the on-demand instances to to evaluate that. 401: Angel: It's only Yeah, but it's good to have options. 402: Mathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system. 403: Mathieu: Um yeah. 404: Mathieu: That's about it. 405: Angel: But yeah, we have to use it. 406: Mathieu: Yeah. 407: Angel: Thank you guys. 408: Nik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision? 409: Nik: Is it the performance significantly worse? 410: Nik: Because that would save a lot of compute. 411: Mathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know? 412: Mathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks? 413: Mathieu: Are we making it the default? 414: Mathieu: And it's it's unclear. 415: Mathieu: That's why we need evaluation. 416: Nik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics. 417: Nik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace 418: Nik: uh for different quantizations and compare those. 419: Nik: I think that would be a decent enough metric for us to tell whether this is worth it or not. 420: Nik: And then we can all, of course, like perform an evaluation. 421: 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. 422: Mathieu: With it? 423: 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. 424: 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. 425: Nik: Yep, I am not either. 426: 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. 427: Mathieu: Okay. 428: Nik: Because even right now, like the speed is not comparable to like the like ChatGPT or Quad models. 429: Mathieu: I will add uh deep seek and uh and GLM four dot six on the LL and see how it goes. ... 442: Mathieu: Thank you, Ros��. 443: Mathieu: Nick? 444: Nik: Yep, thank you. 445: Nik: Um so let me just share my screen as well. 446: Nik: I just wanted to talk a little bit about um the process. 447: Nik: Monetical, I kind of want to validate this process with you guys. 448: Nik: You know, we validate projects all the time, but I also want to validate this process. 449: Nik: Maybe we could do like for a few days, we could just kind of write one of these. 450: Nik: Well, so for every person who's working on some project, they could create a doc based on this template. 451: Nik: Well, this template. 452: Nik: But you can also look at a few examples here. 453: Nik: So, for example, common availability is the task I'm working on. 454: Nik: Matthew is working on security. 455: Nik: And you could create your own. 456: Nik: And basically, all you would have to, well, you would have to write the whole doc first. 457: Nik: But later on, once the doc is written, like the initial version of it, all you have to update is tasks, check-ins. ... 459: Nik: You can even like LLM generated with like from like a reflective transcript. 460: Nik: And for demos, we basically like whenever you ship a feature, you'll put a demo in here and like try to collect some like unstructured feedback. 461: Nik: So like the reason there are two types of feedback here. 462: Nik: Is like this is the structured feedback and like something we actually need to work on and focus on. 463: Nik: And this 464: Nik: is the unstructured feedback that like we shouldn't work on just yet because we gotta like, well, maybe discuss it as a team first. 465: Nik: So yeah, basically this is based on like four main kind of components. 466: Nik: First of all, it's the mission outcomes tasks. 467: Nik: So just for us to understand the business value of the project, we gotta understand why we're working on this project. 468: Nik: So the mission could be something like reduce scheduling cycles from days to minutes for Anna, because that's her main kind of like problem right now. 469: Nik: She takes a while to figure out how to find common availability across team members in Monatical. 470: Nik: And then we can define the outcomes. 471: Nik: So, like, Anna can schedule multi-person meetings in less than five minutes or whatever, break it into tasks. 472: Nik: And the tasks are like that's the initial set of tasks. 473: Nik: Tasks are constantly updated. 474: Nik: Basically, all the instructions are already here. 475: Nik: But I'm just like kind of explaining the context of this. 476: Nik: Then the check-ins, I mean, this is pretty, this is much simpler than the check-ins we're writing currently. 477: Nik: So, currently, like we're doing this experiment where we write check-ins, like kind of like several paragraphs or whatever, and like try to tie it to the business value. 478: Nik: Here, all you have to do is like answer one question tied to each of the tasks that you worked on today. 479: Nik: So, for example, build this ICS ingestion so Anna can submit and free your DZ securely, because one of the things that's required is Secure, uh, like no event details leaked. ... 491: Nik: Here, you're not going to forget, like, never. 492: Nik: You can like read through the entire thing and like make sure that you remember, you know. 493: Nik: And again, this allows you to better understand the value of the entire project, like what kind of business value this brings and stuff like that, which is something Max really cares about. 494: Nik: And I think it's very important for just like the company overall. 495: Nik: So, yeah, I think the first step. 496: Nik: Just for you guys, is like copy this template, maybe common availability or security. 497: Nik: I think security is written pretty well as well. 498: Nik: Good job, Matthew. 499: Nik: And you can copy this template and 500: Nik: like fill in the blanks basically, or like replace like, say, the outcomes with your outcomes, the tasks with your current tasks. 501: Nik: And that way, we can all keep track of. 502: Nik: Like what everyone's doing, whether like anyone's blocked, I can like take a look and understand it better. 503: Nik: And again, that way we kind of become more independent. 504: Nik: And again, like this allows us to be better project managers, sort of, to an extent. 505: Nik: Because and like, again, developing is just not enough these days. 506: Nik: And the reason we want to become better project managers is because we well, because we want to be more independent. 507: Nik: We don't want to be told what to do. 508: Nik: We want like ultimately the goal of Monadical, like the business value is like becoming a forward deployed engineer. 509: Nik: And forward deployed engineers, they're pretty independent. 510: Nik: Like they work with the client and they collect all the feedback. 511: Nik: And then if like another person needs to join the team, they can like use this document to understand better what's going on. 512: Nik: And what needs to be worked on, and like what demos have already been shown, and stuff like that. 513: Nik: This could also be useful. 514: Nik: And yeah, I guess like I'm not pulling this out of nowhere. 515: Nik: This is basically the process that Palantir uses. 516: Nik: I mean, at least like parts of it. 517: Nik: We can try and improve and adjust these. 518: Nik: This process to our needs. 519: Nik: And ultimately, the goal is going to be maybe only writing the tasks or something, and then generating the rest with an LLM or also connecting, having this as a separate user story. 520: Nik: And basically, everyone will have their own kind of project that they're going to be working on. 521: Nik: And the LLM will be extracting tasks tied 522: Nik: to MOT, tied to check, like maybe it's going to write check-ins for you. 523: Nik: Uh but right now we're what we're trying to to figure out is like whether this works for the team, whether this looks good. 524: Nik: We're trying to collect some feedback from from you guys. 525: Nik: So I know that this is extra work and this is kind of I mean it might be not might not be super clear why we're doing this, but like this is important and this is something that Like, this is the direction we're moving in. 526: Nik: We want to have better processes. 527: Nik: We want to structure our work better and just understand the client better and also have a better feedback loop. 528: Nik: So, this is what we're trying to solve here. 529: Nik: So, yeah, this is my proposal. 530: Nik: I just want to validate it just like any other project. 531: Nik: So, let me know what you think. 532: Nik: Feel free to write a few things for a few days. 533: Nik: Um, like, just write a document first of all, and then, like, maybe for one or two days, just fill it out and see how it feels. 534: Nik: And then maybe you can give me like by the end of the week, you can give me some feedback, and I'm gonna try to improve based on that feedback. 535: Nik: So, yeah. 536: Mathieu: Can we just task instead that like everybody here on their own subject should have their own page right now on the subject they're working on? 537: Nik: Yeah, yeah, yeah, exactly. 538: Nik: Yeah, that's what I'm saying, yeah. 539: Mathieu: I have first, thank you. 540: Mathieu: I have three questions. 541: Mathieu: No, no, can you let it open? 542: Nik: Oh, sorry. 543: Mathieu: I have three questions on that. 544: Nik: Yeah, yeah, of course. 545: Mathieu: One is to show to the team that you can fold. 546: Mathieu: Can 547: Nik: Oh, 548: Mathieu: you show how to fold the section? 549: Nik: right. 550: Nik: Yeah, so basically we just have four sections like this. 551: Mathieu: Exactly. 552: Nik: And you can like unfold them. 553: Mathieu: Like the one thing that Igor was saying, like the demo part can be complicated. 554: Mathieu: I think you can fold by age. 555: Mathieu: So if like if you have an h2, you can fold like the whole h2. ... 586: Mathieu: Ah is at is the at okay good to know thank you um third question did you make a template okay I I can I can I can Yeah, I can give it a try because I feel like this you we have already two projects here layout so a template can be uh quite easy to to but thank you. 587: Nik: Yes. 588: Nik: Yeah, I'm not sure how to do that. 589: Nik: Maybe I can work on that next. 590: Nik: Or if you want, you can try yourself. 591: Nik: Yeah, do you do you guys have any other questions before I stop sharing the screen? 592: Nik: Or maybe like some feedback? 593: max: I have some questions. 594: max: So it seems like right before we got into this, there was like a brief conversation about evaluating language models and deciding what endpoints to keep up and communicating between the The infrastructure team and the development team on what language models are there, but it didn't feel like we reached a conclusion in that conversation. 595: Mathieu: Nope. 596: max: And so, I think if we want to actually get value out of these conversations, we need to have, like, there needs to be a, okay, we're going to do it, we're going to solve this problem in this way. 597: max: Kind of conclusion at the end. 598: max: And then we try something. 599: max: And if it doesn't work, you try something else. 600: max: But if you just like kind of state a problem and then move on, then it's going to be tough to make progress. 601: max: Right. 602: max: So, like, for example, I think it'd be great if everybody on this call right now, 603: max: after this call, go went and added another evaluation metric to the LM eval library and then ran it on some on like the current open models and gave your opinion. 604: max: In Zulip of which open models are best under which conditions based on your evaluation and whatever metric you ran. 605: Nik: Okay. 606: max: And then that would take us one step closer to having a process by which we would be able to evaluate the new models. 607: max: So, for example, like right now, you know, there's a DeepSeq 3.2 was just released, and Mistral just released their big flagship model. 608: max: It would be very useful for us to have an opinion, or at least it would be certainly useful for me, but also for the infrastructure team to have an opinion of: hey, the team thinks that this model is the best one right now. 609: max: And so, therefore, we're going to prioritize hosting this one as opposed to just a shrug, I'm going to do this one. 610: max: That's not a very scientific process, right? 611: max: Similarly, all of the stuff that Nikita, that you are presenting on here. 612: max: Like I would like to see a concrete process that everybody commits to by which we determine, hey, you know, like is this process gonna help us? 613: max: And in which ways are we hoping that it helps us, et cetera, et cetera. 614: max: Right. 615: max: So like I think it's not enough to, and I, you know. 616: max: This is in no way a me blaming you guys. 617: max: I actually think that this is like a reflection. 618: max: I'm seeing my own reflection in the mirror right now because I think I do this all the time. 619: max: But I think it's not that useful to get on a call and just talk about the problem. 620: max: You you need 621: max: to decide what you're going to do about it. 622: max: And even if that solution isn't good enough, it's much better to commit to some kind of solution and try it than it is to have none. 623: max: Right. 624: max: Like even if that it's even if it's a bad solution, the fact that you went out and tried it, you've learned something from your experiment. 625: max: Right. 626: max: So I would love to see the outcome of this call be like, we're going to do these things specifically to address these problems, as opposed to, I'm just going to mention this problem, especially for these like core things, right? ... 632: Mathieu: For example, another one will be um last week we were impacted by one of the RCE uh on Next.js uh on one of our server. 633: Mathieu: Um Angel work uh Angel work uh on uh executing trivia and it exposed like a lot of critical issue on the application we have on Codify. 634: Nik: Perfect. 635: Mathieu: You you have like like this is kind of more organizational problem also. 636: Mathieu: What would be your approach of of tackling this part? 637: Mathieu: Because it's like you see the team in front of you, everybody has also a task that is like short term. 638: Mathieu: And I feel like even with short term there is another shortcoming and another comings, it's it's to me it feels like how How critical are we every time we do something? 639: Mathieu: And are we accepting to push the other stuff aside? 640: Mathieu: Because if it will be me right now, it's like, okay, you have a business value and I understand it. 641: Mathieu: Like for the relation between, hey, we have a new model, how it performs, we use the engineering time to go and have an answer and we can communicate with the backend, but also like there is the infrastructure. 642: Mathieu: Uh, issue. 643: Mathieu: Unreal is completely alone on that. 644: Mathieu: I'm not even sure it got the time to completely focus on that plus the model plus like he's spinning up. 645: Mathieu: That's where I am. 646: Mathieu: This is why I, when I mentioned the thing, is it is like right now there is a critical issue on Codify. 647: max: What's your what's your function? 648: max: Um You're asking how do you prioritize different things that need to get done? 649: Mathieu: Unreal is alone. 650: Mathieu: It is not. 651: Mathieu: The one hosting all the application, everybody everybody is responsible also. 652: Mathieu: So how do we move as an orchest initiation to improve our security here? 653: Mathieu: Is it as valuable as testing the LLM? 654: Mathieu: Somebody else? 655: Mathieu: I'm not sure if uh you understand me. 656: Mathieu: Um I don't know how to phrase it. 657: Mathieu: Yeah, in a way that some feels a little bit uh also can be dangerous. 658: Mathieu: I don't know. 659: Mathieu: Security-wise, when you have a lot of critical on uh on the server everybody use feels like something that should be addressed first. 660: max: Yeah, that that seems like a reasonable conclusion to me. 661: Mathieu: Okay. 662: max: When when was this critical thing discovered? 663: Mathieu: Uh it started uh last week when the week before there was uh a script uh running uh fully on a Kobe container, uh not Kirby per se, like the Kirby front end on one of the server because the next.js version used was impacted. 664: Mathieu: Uh why this one exactly it 665: Mathieu: just it has an R C and when Anheil runs the script uh maybe I can share. 666: Mathieu: Uh remote um Code execution. 667: Mathieu: So what it did is like through the front end, you have been able to download something in the slash TMP of the Docker container and be able to run a crypto miner out of it. 668: Mathieu: And this is where I post it on security. 669: Mathieu: There is something that I feel like as soon as we do Docker, we don't have a good way to do. 670: Mathieu: Like for example, not everybody, including me, is at least putting a user. 671: Mathieu: Uh we all use uh mostly all used roots into a Docker container, which is wrong. 672: Mathieu: But this will not even prevent that. 673: Mathieu: The other is like if you have a firmware, let's say open W I will I think you know OpenWRT, you install the firmware, everybody is read-only except slash tmp, where you can put files, but you cannot execute any file because you don't have the execution bits on slash tmp mounts. 674: Mathieu: I wonder what kind of stuff we can have for Docker. 675: Mathieu: To at least be secure on that, like even if we have an RCE, people can maybe download something on the container, but cannot execute anything. 676: Mathieu: And I think it's completely missed by the Docker community when you do container and when we publish container. 677: Mathieu: None of the containers have this kind of security inside. 678: Mathieu: So, meaning today, And Anriel, if you are still there, can can you tell or share the latest trivial report you post? 679: Mathieu: Because I asked you to automate it, so now it's automated. 680: Mathieu: I just don't remember where where it's uh posted on Zulip. 681: Angel: Sure. 682: max: Yeah. 683: Mathieu: On DevOps security. 684: Angel: Yeah, this yeah, yeah, because we we don't have 685: Angel: really a security team presenting like that. 686: Angel: So the the last um scan results were this. 687: Angel: Uh we have five and ninety hundred critical stuff to fit. 688: Angel: And let me check. 689: Angel: But this is um markdown, but but yeah, so we have all the images. 690: max: Can we just put that in Hedge Doc so that it renders? 691: Angel: We have o o oh yeah, yeah, yeah, but but only to this is public, but you we have the the images, the container itself and the project in Codify. 692: Angel: And we have a summary of the yeah of the of the issues. 693: Angel: For example, in this case, Postgres has four high. 694: Angel: It's not that high is not important, but uh for example this one is an old uh version, so this one has six critical. 695: Angel: And yeah, we have a bunch of of stuff here for for the different projects. ... 714: Mathieu: It's something else. 715: Mathieu: It would be ideally. 716: Mathieu: No, of course, no security alert. 717: Mathieu: But the one we were impacted, I feel like we are still under the same kind of possible attack. 718: Mathieu: Not critical. 719: Angel: Yeah, but but but maybe I can do something based on, for example, this a remote code execution problem, maybe create a a list of applications and to ping the team and maybe the responsible or the people that was working uh were working on the project can fix or maybe upgrade the version of the container or undeploy the application if they are not using it more because Well, I feel that uh part of the application that we currently have in Polivy are only using right now. 720: Mathieu: Yeah. 721: Angel: So it's so maybe I can I can work on that today, if that's interesting. 722: Mathieu: Yeah. 723: Mathieu: You you you did at some point the process of listing all the the service, right, on qualify. 724: Mathieu: Do you have the list with the associated person, like the responsible one? 725: Angel: No, no, currently no, because yeah, I was working on the models, but yeah. 726: Mathieu: I I think that w Yeah, yeah, exactly. 727: Mathieu: I understand. 728: Mathieu: It's like every time there is something else coming, so you're only one behind it. 729: Mathieu: That's why I feel like some support would be nice on your side when it's complicated. ... 807: max: But for the rest of the stuff, the question just needs to be: okay, what is a process by which we can deal with these kinds of things? 808: max: And let's put that process into place. 809: max: And then Will adapt the process as we learn about, you know, like maybe we discover, hey, 810: max: this is taking too many developer resources and it's not a good use of time, and we'll change it. 811: max: But like, you need to just, you know, pick, pick a solution that makes sense to you and commit to it. 812: max: And the team needs to commit, right? 813: max: We, like, you guys need to all feel like you're on the same team. 814: max: And when we decide, hey, we're going to put this process into place, everybody actually does it. 815: max: Like, everybody takes whatever actions are necessary to make that. 816: max: Make that process work. 817: max: And then, if it feels like the process is imperfect, then we adapt. 818: max: But we need to have a process by which we say, we've identified this problem. 819: max: We're going to do this to address this problem. 820: max: And then we're going to see what changes. 821: max: So, for evaluations, right? 822: max: We still like this is still a critical thing. 823: max: Right? 824: max: Like we still, like, there is no improving systems if we have no way of deciding whether they've been improved. 825: max: Right. ... 849: max: It can't just be you post something. 850: max: Hey, I'm done, right? 851: max: And then it's up to the user to figure out why you think it's good. 852: max: Otherwise, there will be no there will be no actionable user feedback out of it. 853: max: And this is a habit that I want us to all develop, right? 854: max: Like we're working with models all the time now, and we need to have that habit ingrained in us as a team. 855: Mathieu: Yep, I agree. 856: Nik: Yep. 857: Nik: I'll see what I can come up with. 858: Mathieu: Thank you, Max, for your feedback. 859: Mathieu: Thank you for the team. 860: Mathieu: Um anything else? 861: Mathieu: Question, remarks? 862: Nik: Uh yeah, so uh do we want to validate uh Sergei's implementation of um what he built basically uh for action items? 863: Nik: Max, have you gotten a chance to look at it? 864: Nik: I can send you the link if not. 865: Nik: It's basically a thing that you were asking for where the reflector sends you a DM with action items, so you don't have to write them. 866: Nik: It's a low-hanging fruit sort of a thing. 867: Nik: But that's going to be tied to personal summary. 868: max: Sorry, I got distracted by the fact that the reflector is infected. 869: max: Perhaps somebody on this call should drop out of the call and deal with that immediately. ... 885: Jose: Bye. 886: max: Okay. 887: max: Uh so um right, we need to deal with the supply chain attacks uh in a smart way, right? 888: Nik: Yeah. 889: max: Like this is going to be a growing problem, I'm pretty sure. 890: max: The cost of like everybody is in like a frantic language 891: max: model vibe coded frenzy on the internet. 892: max: And so people are dealing with like bigger and bigger PRs and more and more of PR review is automated. 893: max: And like the whole NPM supply chain has been a giant gaping security hole. 894: max: my whole career. 895: max: I remember conversations 15 years ago or 12 years ago that I had with friends where I was like, hey, you're a big deal in the NPM world. 896: max: What's up with this, the fact that there's all of this giant dependency chain and anybody could upload something malicious at any time? 897: max: And the answers that I used to get were like, yeah, in practice, it hasn't really been a problem. 898: max: Right. 899: max: And so now it's becoming a problem. 900: Mathieu: Mm-hmm. ... 902: max: And I think it's like it's fundamental to the design of the supply chain and NPM, and to a lesser extent, Python, and to a lesser extent, basically all of the other ecosystems. 903: max: So, with that being said, we probably need to have a policy in place that accounts for the fact that these supply chains are fundamentally insecure. 904: max: Dealing with problems when they occur is like one strategy. 905: max: Trying to mitigate the potential of those problems is another, right? 906: max: And then finally, you know, just writing all of our own code in-house, not invented here, is, you know, that's ultimately the most powerful and most expensive solution. 907: max: So yeah, what do you guys think? 908: Mathieu: I have two things. 909: Mathieu: One, there is a difference between attack in as a developer in your host and attack in production. 910: Mathieu: In your host, now in internal AI, and that's what also the I try to do, that I was not doing before, do everything in Docker. 911: Mathieu: Because you don't want the volume of 912: Mathieu: your wall stuff, of your wall disk, it's just something local to your app. 913: Mathieu: One. 914: Mathieu: If we have also the mitigation with the OP run, nothing into Docker will have access to everything, etc. 915: Mathieu: So I feel like this is a good way to be protected against a recent attack that was using cloud or stuff or finding file on your system. 916: Mathieu: You work as a Docker build and Docker exec even for the development environment. 917: Mathieu: On production, I really feel like if we have good practice, Like user put all the image into a user and not having any way to execute something where the user can write. ... 955: max: It's like any system that you build needs to treat all other systems that it interacts with as potentially compromised. 956: max: And so the security model needs to reflect that. 957: max: Um I totally agree with like I think I think we should probably come up with some rules for how people code. 958: max: Um right like we d code inside of Docker, use tools inside of a contain environment, et cetera, et cetera. 959: max: Um Yeah, okay. 960: Mathieu: Everybody that uses VS Code, they already have def container. 961: Mathieu: It's a standard that is done by VS Code. 962: Mathieu: I was trying to use it for Kirby I It didn't get a chance to really get it right, but if you use an IDE, normally Dev Container is a way to do because it doesn't run anything on your computer. 963: Mathieu: Everything is inside container. 964: Mathieu: And it's standardized. 965: max: Um okay. 966: max: Um so we should just we should probably do just an audit of how everybody's developing inside the company and make sure that what everything uh everybody's uh environments are are secure um or the development styles. 967: max: Um other than that um I I think you know just treating every Like wrapping, like having this idea of we're going to wrap all of the systems in these security blankets where you restrict what they can do to the maximum extent possible, only give things the permissions to interact with other things that they 968: max: need, right? 969: max: Is I think good practice. 970: max: And then, you know, bigger picture, we'll probably want to have like a path to, I mean, I'm probably, I'm going to, you know, I'm going to be fundraising for Greyhaven in the immediate future. 971: max: And I want to be able to tell a story of like, this is how we're going to be the most secure platform that exists. 972: max: And so being able to tell that story will be helpful too. 973: max: I have to use the bathroom and have a call in four minutes. 974: max: So I think that'll be enough for now. 975: max: But yeah, I think just like an audit for all hands tomorrow, we just ask everybody to describe what is their dev environment and maybe talk a little bit about security and why. 976: max: To why we should build a certain way, right? 977: Mathieu: Okay. 978: max: Like, like, you know, it's we're entering an age now where language model assisted, you know, attacks are everywhere, right? 979: max: So we need to be more careful. 980: max: Okay. 981: max: See you guys. 982: Mathieu: Then to should I prepare a thirty minute presentation of security tomorrow? 983: max: Um yeah. 984: Mathieu: Or Lance? 985: max: Yeah, maybe. 986: Mathieu: Let's do that. 987: max: I think that's good of you. 988: Mathieu: Okay. 989: Nik: One thing I wanted to mention is maybe like we should improve the dev UX as well a little bit by I I think it's a smaller item. 990: Nik: I think people will yeah, you can go I I think I I want to talk with Matthew primarily So Matthew, I think the way we can go about this is maybe like to slightly improve the UX of the developer is by 991: max: All right, I really have to use the bathroom and I really have a call for minutes. 992: max: So just call me on. 993: Mathieu: Yeah. 994: Mathieu: Bye, Max. 995: max: Okay, okay. 996: Nik: like Having some sort of a claude code template where we specify all the rules and we just like tell everyone, oh, use this template when like writing with Claude at least. 997: Nik: And of course, like verify everything that Claude writes and stuff like that. 998: Nik: That's a given. 999: Nik: I mean, like, obvious. 1000: Nik: Obviously, we have to do that. 1001: Nik: Um but I think like just having a template with like a predefined set of rules as to how like the system should work and like how it should be isolated from all the other systems and treat all the other systems as as a threat and stuff like that and like what the protocols that it's gonna be using uh would be a good practice. 1002: Nik: And I feel like uh you kind of specialize in that. 1003: Nik: Maybe like uh maybe you already have a template that does something like that. 1004: Nik: So I I was wondering about European 1005: Mathieu: No, no, no, no, no. 1006: Mathieu: It's a good point. ... 1073: Mathieu: Even if it's just one time. 1074: Mathieu: Yes, yes, would 1075: Mathieu: be nice. 1076: Angel: Okay, okay, sure. 1077: Mathieu: Thank you. 1078: Nik: Okay, so before before you guys go, I I have a question. 1079: Nik: So who worked on the evaluations for LLMs? 1080: Igor: Yeah. 1081: Nik: Okay, that's you. 1082: Mathieu: Me well, I did the the system, but everybody wrote already some something on it. 1083: Nik: So could you Yeah, but did didn't Max say that basically we need to add another um Task, each of us needs to add another task. 1084: Mathieu: And Miral wrote the most harder one to resolve on LLM. 1085: Mathieu: It's almost always failing. 1086: Mathieu: Sometimes some LLM got it. 1087: Angel: And and and sorry guys, remember that well, uh we can ask for funds for this, but in uh that approach Alberta, we have this only right now. 1088: Mathieu: Yeah. 1089: Mathieu: Yeah. 1090: Nik: So, could you could you just send the link to the chat so it's easier for us to like 1091: Mathieu: Yep. 1092: Mathieu: Yep. 1093: Angel: And with two servers, well, three servers running right now, we have one day to to use this. 1094: Angel: So yeah, maybe we can ask uh for money to to Anna to Anna Welcome. 1095: Mathieu: Okay, so so l let's say it like that. 1096: Mathieu: Uh one, on RHEL, uh a time estima um cost estimation to uh make sure like the ops team uh correctly put money on that. 1097: Mathieu: Two, for all the team uh with rot attacks on the LLMML. 1098: Mathieu: I sense uh the GitHub, but uh if you search LLMML on uh Zulib, there will be a thread where I explain uh the the stuff about it. 1099: Angel: Yeah. 1100: Mathieu: Maybe deep seek should not run all the time, or even like if nobody is using it, no point. 1101: Mathieu: But maybe for today, if we run the eval right not, we let it run. 1102: Igor: Mm-hmm. 1103: Mathieu: Let's do, yeah, and primarily fix the security issue with the LC right now 1104: Mathieu: because, well, it impacts even reflector, so it's critical. 1105: Angel: Okay. 1106: Angel: Okay. 1107: Mathieu: Okay. 1108: Mathieu: And then everybody tried. 1109: michal: So so each of us So each of us does one more uh evil task on another evil? 1110: Mathieu: There, sorry. 1111: Mathieu: Yep. 1112: Nik: No. 1113: michal: Okay. 1114: Mathieu: Yep. 1115: Mathieu: I think it will be nice. 1116: Mathieu: Uh, I don't want to take the task, but uh I will try to see. 1117: 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. 1118: Mathieu: Like you as you say, how do you evaluate that action item are good or not? ... 1148: Nik: Huh? 1149: Mathieu: Or whatever. 1150: Mathieu: I I was like a page as a database, but maybe just uh to do whatever I think. 1151: Nik: That would be too complex for now. 1152: Nik: Yeah. 1153: Nik: Uh I thi I think like what what would be nice if everyone just like wrote 1154: Mathieu: Okay. 1155: Nik: their own opinion on like how the ev evaluation performed and stuff like that. 1156: Nik: That would be nice. 1157: Nik: 'Cause that's what Max Max was telling us to do. 1158: Mathieu: Yeah. 1159: Mathieu: Process is a thing and to be sure also. 1160: Mathieu: So yeah, it can be in an LME value. 1161: Mathieu: Because that also is a thing where you can test a lot of different models anyway. 1162: Mathieu: So if you've wrote your task and you use this as a runner, well, just commit the task and it will be executed every day. 1163: Angel: What? ... 1259: Nik: That works. 1260: Nik: Um lots of stuff. 1261: Mathieu: Okay. 1262: Mathieu: Let's disconnect. 1263: Mathieu: Long meeting starting to be. 1264: Mathieu: Thank you everyone for your time. 1265: Nik: Bye bye. 1266: Mathieu: Good luck. 1267: michal: Thank you. 1268: Mathieu: Bye. 1269: michal: Bye. 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2026-01-16T15:22:57 +5ms service=permission permission=bash pattern=python3 filter_transcript_all.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:22:57 +13ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +33ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +165ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +14ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +27ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +49ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +16ms service=bus type=message.part.updated publishing |  Bash Filter transcripts for 2, 3, 4, 5 --- TRANSCRIPT FOR 2.json --- ... 99: Nik: Because right now it's like the experimentation stage, clearly. 100: Mathieu: Maybe. 101: Nik: Like this is not being used like super super often by like I mean like not as commonly, but I think it's being adopted slowly. 102: Mathieu: Yeah. 103: Nik: And I feel like in half a year maybe we're already gonna have like We're all going to have a bunch of agents. 104: Nik: We're going to have a team of engineers or whatever. 105: Mathieu: Yeah, that that's how I feel right now. 106: Mathieu: And I tried wrap terminal, for example. 107: Mathieu: It's still like one tab 108: Mathieu: per agent and it doesn't support work tree. 109: Mathieu: But what was cool is the way they give back the information. 110: Mathieu: And like every step of the way, you have the diff and you can command the diff and say, No, no, this part just I don't like this or redo that or blah blah. 111: Mathieu: You can just select and go. 112: Mathieu: It looks like uh in VS Code they do. 113: Mathieu: I never Use I don't use VS Code, so I don't know. 114: Nik: Yeah. ... 417: Mathieu: So, but for that, I need an introspection. 418: Mathieu: So I need this part. 419: Mathieu: And the second thing is, If we go a step further, you could plug some kind of analysis signature system based on the content of try to find the exfiltration of data you own every post or get. 420: Mathieu: It's like it opens the door of what's on on the next. 421: max: I'm gonna put it this way. 422: max: But to me, a whitelist where I can see a request that doesn't fall into the whitelist category and decide whether I want to allow the domain is good enough to feel unblocked from using the tools that you guys have built. 423: max: One where you built this interfaction. 424: Mathieu: Okay. 425: max: Sounds like it would be probably useful for future clients. 426: max: And I think you should write up notes on how you would implement that, but don't spend a bunch of time actually implementing it. 427: Mathieu: Just this afternoon, and uh I have a PR, it's not fully working, but I mean uh everything 428: max: Okay. 429: Mathieu: is there, so I I can put it aside. 430: max: That's good enough. 431: Mathieu: Okay. 432: max: Yeah, no, I mean, that's perfect. ... 500: max: You know, just drug a ball that's out in the Okay. 501: Nik: Like demos, feedback, and stuff like that in that database. 502: Nik: That's on one hand. 503: Nik: Then, on the other hand, and that's like step one or step 1.5. 504: Nik: And then the second step would be to have some sort of an app, some sort of a UI, UX, that builds on top of that database and automates a lot of our processes. 505: Nik: But of course, First, I would like to kind of onboard the entire engineering team and kind of like have them follow this process and see whether this process actually makes sense, like just kind of validate this process in a way. 506: Nik: And then if 507: max: Yeah. 508: max: I mean, this sounds not super far from I was with that app that I kind of vibe coded. 509: max: Were you around for that? 510: max: You were right. 511: max: When I had the like projects app on Convec, I had kind of 512: max: like vibe coded, and I was like, everybody go into this thing, write up your project, blah, blah, blah. 513: Mathieu: Yep. 514: Nik: Yeah. 515: max: Yeah, so a very similar idea. 516: max: Um I I I like I totally agree with your approach. 517: max: It's super worth trying to like maybe this is a wave code that'll help. 518: max: The implementation details I think will make a difference. 519: max: Um maybe add that uh the like exponential back off uh heuristic for communication. 520: max: pretty useful, right? 521: max: Like, hey, find what you're doing like every day while you're first stage every other day when you're in when you get past you know, when you get to normal cadence. 522: max: Yeah, I I'm into it. ... 574: max: I'm sorry to interrupt you. 575: max: I'm uh my my my laptop is literally gonna die within the next minute or two. 576: max: So I'm uh I will have to go. 577: max: Um I might be able to find a power source in the immediate future. 578: max: Do are we like yeah so we're right by a cafe. 579: max: So if if you guys want I can hop back on in like five minutes. 580: max: Or do you guys feel like we're we've we've okay okay, that's fine. 581: Mathieu: Okay. 582: Nik: We're gonna have a call on on Monday too. 583: Nik: I mean, we can just discuss that it's on Monday because on Monday we're also gonna have more context tied to hotness. 584: max: Okay, okay. 585: max: Hey, do you guys do you guys feel like there quick? 586: Mathieu: Okay, one one question, Max. 587: Mathieu: Personal CRM, the one you did on the thread to detect the the urgent reply, should it be live or should it be uh once a day? 588: max: Yeah. 589: max: Mm-hmm. 590: max: Uh you can start by doing it uh you know on some kind of cron once a day is probably too slow, maybe like you know, once every hour or something, or once every half hour, 591: Mathieu: Okay. 592: Mathieu: Okay. 593: Mathieu: Good good enough. 594: Mathieu: Thank you. 595: max: yeah, it doesn't need to be streaming. ... 598: max: Um, all right. 599: Nik: All right. 600: Mathieu: Thank you. 601: Nik: Thank you. 602: Nik: See you soon. 603: Mathieu: Have a good dinner, everyone. 604: Nik: Bye bye. 605: Mathieu: Bye bye. 606: Nik: Have a good one. 607: max: And --- END 2.json --- --- TRANSCRIPT FOR 3.json --- 1: Speaker 2: Can you hear me? 2: Speaker 1: Hey there. Yes, 3: Speaker 2: I can hear you. Yeah, let's just wait for the others. Everyone, I wonder I already pinged Matthew and Juan because Matthew also wanted to like listen in at least. 4: Speaker 2: Don't know if he's actually gonna join, but yeah, I think Juan wanted to like attend the meeting. I mean, we can. Talk about the personal CRM stuff, it's fine, I guess, because that was the initial plan. 5: Speaker 2: And then Juan was like, Oh, I want to join. But yeah, we can talk. So, what's I guess like we can just make it short in this case because One or my two are not here, and I don't want to like take too much time. 6: Speaker 2: So, how are you doing? Like, what's the update? 7: Speaker 1: Yeah, so basically, I integrated personal Intel. I'm calling it personal Intel just to make sure that it's fine. Because that's what the name Max had there. 8: Speaker 1: Into the Apple demon repo, I was fetching contacts from ContactDV threads using Data Index. I was working I was implementing the project as a thing that's like um unique for for personal Intel, is the one that has uh its database and stores the projects and has a a small growth API to manage those those projects. 9: Speaker 1: I was I wanted to show you like the creation of it and how it working, but the project is a mess and I'm not able to run it right now. 10: Speaker 1: But that's that's what I got. It's a little bit maybe there's some kind of redundancy between the UI we have on ContactDV, the data index UI, 'cause we're also Using some information here in this personal intel, but we'll like have more like will integrate more, we'll connect with projects and on 11: Speaker 1: this kind of stuff. I'm still uh I'm still I still need to uh put the search index there or make the search work there. I was trying to uh generate a daily digest, but I got some errors with the LLM API key. 12: Speaker 1: So I left that for now. Just to like. 13: Speaker 2: Oh, like, is the API key not working or what's the issue? Maybe Matthew can help us. I mean, he's here because it's daily digest, right? --- END 3.json --- --- TRANSCRIPT FOR 4.json --- ... 5: Mathieu: When do we work? 6: Mathieu: Okay, let's see Miral Igor is off. 7: Mathieu: And Sergei is off. 8: Nik: Oh, Sergei is up today. 9: Mathieu: I mean, uh, active four minutes ago. 10: Mathieu: Uh, Igor, active forty-four minutes ago. 11: Nik: Let's see. 12: Nik: Did they say anything in the social? 13: Nik: No. 14: michal: Hello. 15: Nik: Hey, Michael, how are you? 16: Mathieu: Okay. 17: Mathieu: I would think Okay, so n normally it should be demo day. 18: Mathieu: Um but Nick, I'm opening the the door. 19: Mathieu: Do you want to go through the business objective and uh see how is everyone doing? 20: Nik: Sure. 21: Mathieu: Or should we do the demo? 22: Nik: It would be nice to also have Quan and Sergei here, at the very least. 23: Mathieu: Yep. 24: Nik: Before we start. 25: Nik: But I mean, I I could start. 26: Nik: I guess so today, this morning, Matthew and I had a long conversation about the direction and stuff like that. 27: Nik: 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. 28: Nik: 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. 29: Nik: Because right now it lives on contact DB. ... 88: Nik: And it's probably going to be it's probably going to live. 89: Nik: I mean, it could live on ContextDB. 90: Nik: It could live on personal CRM. 91: Nik: We haven't fully concluded that. 92: Nik: But yeah. 93: Nik: I think on Monday it's going to be clear. 94: Nik: Yeah. 95: Mathieu: I hope. 96: Nik: So. 97: Nik: Yeah, I hope so. 98: Nik: So Michal, are there so we currently have a few things. 99: michal: Yeah. 100: Nik: I guess one thing would be just like adding contact to contactDB. 101: Nik: It's a pretty straightforward task, right? 102: 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. 103: Nik: Do you think that that would be good? 104: Nik: Because, like, on top of this, we can build an app right away, pretty much. 105: michal: Yeah, I agree. 106: Nik: Would that work? 107: michal: Take yeah, I can take it. 108: Nik: Cool. 109: Nik: Sounds good. 110: Nik: Yeah, I think this is the best thing you can work on because you also worked on search index. 111: Nik: So I think this is perfect. 112: Nik: Um but yeah, um ... 114: Mathieu: 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. 115: Mathieu: So when you sync everything, how do you sync another new contact 116: Mathieu: that got updated into data index? 117: Mathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good. 118: Mathieu: Yeah, that's it. 119: michal: Okay. 120: 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? 121: 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. 122: Nik: And like at least share it across the the team. 123: 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. 124: 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. 125: Nik: Like second and first hop contacts. 126: Nik: And then for personal CRM, like it's kind of obvious. 127: Mathieu: Yeah. 128: Nik: But yeah, like maybe each tab would have its own kind of value. 129: Nik: And again, like it's obvious on one hand, it's not super obvious on the other hand, because we don't have hopness. 130: Nik: So if, in terms of like business value, something's unclear, feel free to reach out to me. 131: Nik: 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. 132: Mathieu: Um getting 133: Mathieu: feedback was yes one problem we were having uh right. 134: Mathieu: 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. ... 144: Nik: why we did that, and maybe like have links to other proposals. 145: Mathieu: That that looks like the checking, you know. 146: Mathieu: Yeah, exactly. 147: Mathieu: 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. 148: Mathieu: Yeah, it was just validating proposal by the clients. 149: Nik: 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. 150: Nik: It's not like fully s systematized, uh plus it's not uh grouped by product. 151: Nik: And I feel like that could make it harder to keep track of like the the path, the product path, basically. 152: Nik: So like, how did we get from this starting point to this like current point? 153: Mathieu: Okay. 154: Nik: It would be nice to like keep track of like maybe the screenshots, maybe like videos, like whatever videos we, okay. 155: Mathieu: Okay. 156: Nik: I'm gonna, I'm just gonna create like a page and structure it, maybe give like an example of how to structure it. 157: Nik: And yeah, just go from there. 158: Mathieu: In Athene we can do a document template also. 159: Mathieu: 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. ... 167: Nik: And on the other hand, it's also like not easy to keep track of all the features that we need to build. 168: Nik: Uh keep track of all the feedback and stuff like that. 169: Nik: And plus, Max also mentioned uh in one of the calls that like we're not going the extra mile. 170: Nik: So like we've built something, but like there is no way for us to see what we built easily or like demo it. 171: Nik: So I feel like this document could help us in some sort of way. 172: Nik: And it would definitely like be valuable for for the entire team. 173: Nik: In for the company, like even like pitching products to investors, this could help to an extent. 174: Nik: Like at least like, oh, I have a place with all the demos and with all the iterations on the product. 175: Nik: And here's how we did this. 176: Nik: Here's how we did that. 177: Nik: I think this is the reason we're doing this. 178: Mathieu: Mm-hmm. 179: Mathieu: Yep. 180: Mathieu: Agree. 181: Nik: It's like, it's not going to be useless. 182: Nik: It's definitely going to be like valuable. ... 200: Mathieu: So I can allow, I can make like uh oops, well, I just allowed it. 201: Mathieu: Um yeah, okay, any port, like any port on the on the destination here, not good. 202: Mathieu: But anyway, this is all the the rule I have. 203: Mathieu: This is all the request log. 204: Mathieu: Uh I think I can oh, sorry. 205: michal: And Matthew, I d I don't think you are sharing the right window or the right screen. 206: Mathieu: Thank you for letting me know better, huh? 207: 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. 208: Mathieu: I'm sorry, it's not really good. 209: Mathieu: A pay Apollo, ma'am, I go to contact DB. 210: Mathieu: I will take, I don't know who is this person, 100 data. 211: Mathieu: Didn't work on pending request. 212: Mathieu: I'd have here contact DB Apollo. 213: Mathieu: If I allow and I retry, it will just work. 214: Mathieu: Yeah, maybe I actually have nothing on that. 215: Mathieu: I may have nothing on this person. 216: Nik: Can try a different one, 217: Mathieu: If I ... 267: Mathieu: 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. 268: Mathieu: Okay. 269: Mathieu: That's any any feedback? 270: Mathieu: If none? 271: Mathieu: Okay. 272: 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. 273: Mathieu: That's about it for the demo. 274: Nik: Love it. 275: Mathieu: I think it will it will say the same pattern. 276: Mathieu: Maybe there won't be the HTTP header in intent, right? 277: Mathieu: But maybe we can have some rules or some some label on the docker environment variable. 278: Mathieu: I don't know. 279: 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. 280: michal: Yeah. 281: 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. 282: Mathieu: That works. 283: Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some 284: Mathieu: more rules or label or stuff put in the container that then the API can request and see. 285: michal: Yeah. 286: Mathieu: Like at the same time, ah, it's this container. 287: Mathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that. 288: Mathieu: Or another path is today, as I say, we just have the connect with the host and the port, right? 289: Mathieu: To be able to see the request, we need to share the CA. 290: Mathieu: So the other idea will be we create a CA certificate, we put it in all our container as a trust CA. 291: Mathieu: And therefore, we can decrypt the SSL transaction, like SSL exchange. 292: 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. 293: Mathieu: Same a little bit like procedure when we analyze the LLM calls. 294: michal: Yeah. 295: 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. 296: Mathieu: With some signature database, maybe something like that could help. 297: Mathieu: I don't know. 298: Mathieu: But we need the content. 299: Mathieu: And right now, the demo doesn't have any content. ... 317: Angel: That is the status of the model deployment. 318: Angel: And I wanted to share something. 319: Angel: It's a tool. 320: Angel: You can see how to sh okay. 321: Angel: This is something only an additional thing. 322: Angel: 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. 323: Angel: Basically, we evaluate super quick in an iteration or two where the idea we can locate the idea in our context, right? 324: Angel: A super typical way to do it is to divide the grid in these quadrants. 325: Angel: So For example, we have low value, high value, low effort, or high effort. 326: Angel: You 327: Angel: can give the direction how you feel is better. 328: Angel: But the idea is to say, okay, this is super important. 329: Angel: We need to do this right now, or this can be due later. 330: Angel: This is not important. 331: Angel: We can ignore it. 332: Angel: That is not a bad idea, or something like that. ... 335: Angel: And another tool that we use usually is this one. 336: Angel: After a student gives an emo, right, we complete this format, filling this stuff. 337: Angel: For example, I like this of the idea, or I wish that this could do something additional. 338: Angel: Questions around the after the demo and new ideas that we get from the presentation, right? 339: Angel: They are simple tools, but it can be useful to document the experimentation and to maybe make decisions for to advance the projects. 340: Angel: I don't know, maybe it can be useful, but yeah, I wanted to share with the team that. 341: Mathieu: It was nice. 342: Nik: Yeah, yeah, it looks good. 343: Nik: Looks good. 344: Angel: I'm gonna share that with with with the team and the well, and it can be useful maybe. 345: Nik: Yes. 346: Nik: Yeah, I think for feedback capture, I think that that's like pretty much what I've been thinking about. 347: Nik: I mean, not like in the access thing, but just like as a list. 348: Nik: 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. 349: Mathieu: Yeah. 350: Nik: For feedback, definitely a hundred 351: Nik: percent. 352: Nik: Looks good. 353: Mathieu: There was another demo I uh wanted just to say to the team on the mono repo. 354: Mathieu: 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. 355: Mathieu: 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. 356: Mathieu: 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. 357: Mathieu: But um yeah, it's like all the code quality is about the white space, stuff like that. 358: Mathieu: Uh git stick running, rough is running, Bundy added Semgrad, and if we want like SemGrad doesn't pass, I don't know why. 359: Mathieu: 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. 360: Mathieu: This is a finding dynamic value being used in URL lib. 361: Mathieu: Okay, with URL open or whatever in the squid check rule. 362: Mathieu: Okay, that's it. 363: Mathieu: Some need to be fixed or need to be ignored, but at least now it's running on all the new pull requests. 364: Mathieu: And thanks to UNREL with the cache. ... 366: Mathieu: Uh no, it's also commit ten seconds. 367: Mathieu: How do you see uh the was not validate platform validate pre commit? 368: Mathieu: Okay, it took 369: Mathieu: two minutes thirty uh but it's just this one's a setup uh I still need to pass through it. 370: Mathieu: 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. 371: 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. 372: Mathieu: Um yeah, that's it. 373: michal: Mm-hmm. 374: Mathieu: And there is no pre-commit on the JavaScript code or TypeScript code. 375: 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. 376: Mathieu: But my screen on this GS part is a little bit not great. 377: michal: I I have one s yeah, I I have one thing from my side. 378: 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. 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: 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. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: 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. 391: 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. 392: Nik: I feel like it's not going to be that difficult to implement. 393: Nik: Just like a different structured output thing, right? 394: Nik: And sending that to the DMs. 395: Nik: And then the second question tied to Mona Repo. 396: Nik: I think we basically like, don't we have everything in place to basically give this to Jordan? 397: Nik: Well what what's the blocker here? 398: michal: I think we do. 399: 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. 400: Mathieu: Um Yeah, I think it's just 401: michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. 402: Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. 403: 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. 404: Nik: Mm-hmm. 405: Mathieu: But the priority, I think, is still max. 406: Mathieu: That's why. 407: Mathieu: 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. 408: Mathieu: 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. 409: Mathieu: But even as a developer, like, ah, there is a new variable user. 410: Mathieu: What should I put? 411: Mathieu: Ah, I need to generate something. 412: Mathieu: Okay. 413: Mathieu: But it's not really writing anywhere, just giving you a warning. ... 458: Mathieu: 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. 459: Nik: 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. 460: Nik: Like why do you think it's gonna take so much time? 461: Nik: I feel like one person can be assigned to this. 462: Mathieu: I will say honestly a week to get it working on Mac uh on on um on um Jordan. 463: Mathieu: Because first, do they use Macs, Windows, Linux? 464: Mathieu: Um Anna is using Linux and I think she moved to Mac. 465: Mathieu: So she's using a Mac. 466: Mathieu: Uh is anybody today have a Mac and can uh run the whole platform without problem? 467: Nik: I'm I'm using Yeah, so I guess okay, another approach would be. 468: Mathieu: Okay, Michal, you're on the Mac, okay. 469: Mathieu: Okay, so there is no problem uh with Docker, okay. 470: 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? 471: Mathieu: Yeah, yes, that's what I'm saying. 472: 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. 473: Mathieu: We have the control, but the other installation need to have the one password key installed 474: Mathieu: and connected to the account and Docker. 475: Nik: And also, I guess Docker, yeah, that's the biggest pain for the user. 476: Mathieu: 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. 477: Mathieu: That's why for the initial onboarding with still a team, it's still a cloud stuff, it's the internal stuff. 478: Mathieu: If we say we spend uh we book a two hour school, that's how long it took with me with Anna. 479: Mathieu: And she was also very interested, like, what is this stuff? 480: Mathieu: What does it do? 481: Mathieu: She was very interested about understanding how the stuff was working, right? 482: Mathieu: But let's say initial installation of the server with a domain setup, et cetera, took me two hours with Anna. 483: Mathieu: 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. 484: Nik: Okay, so basically basically so, and this sounds like a high priority task, in my opinion, then, because we're we basically like. 485: Nik: For every person that we wanna install this for, and like it's I'm not talking about just one iteration. 486: Nik: Like every iteration would take like seven like an hour or a few hours. 487: Nik: 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. ... 489: Nik: 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 490: Mathieu: I I 491: Mathieu: I repeat the s the stuff that Max is saying. 492: Nik: like yeah. 493: Mathieu: If he should be the top one first customer and all the effort should go toward him. 494: Mathieu: Doing that is removing one person of the team to do something and try to general generalize first. 495: Mathieu: 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. 496: Nik: But even for Max even Max can't install like the product without bugs right now. 497: Nik: At least according to him, he's like, Oh, I I'm struggling with the installation. 498: Mathieu: So yeah, maybe it's the right time or not the right time. 499: Mathieu: I don't know. 500: Mathieu: If you feel it's something like we should directly go that way, then yeah, we follow you. 501: Mathieu: But it just uh honest. 502: Nik: Okay, so realistically, in your opinion, would it take a week actually to set everything up? 503: Nik: And why? 504: Mathieu: I will uh I I will uh pose the the question to Jose. 505: Jose: What do you say, setting everything? ... 551: Nik: So I did I did just I just I did just up and it just installed everything I think well yeah of course. 552: Jose: 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. 553: Nik: Okay. 554: Nik: Okay. 555: Nik: Sounds good. 556: Mathieu: 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 557: Mathieu: the effort toward you? 558: Mathieu: 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. 559: Mathieu: 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. 560: Mathieu: Uh uh wrong ID. 561: Mathieu: Uh even using the script, he will like uh what does the script do, et cetera. 562: Mathieu: I saw some stuff in the script, I'm not even sure. 563: Nik: Well Yeah, I feel 564: Mathieu: Git clone just up worked. 565: Mathieu: It worked as a dev. 566: Mathieu: As you say, now there is like some variable that is wasn't clear. ... 596: Mathieu: Nick? 597: Nik: Yep. 598: Nik: Yep. 599: Mathieu: Okay. 600: Nik: Thank you so much. 601: Mathieu: Thank you, everyone. 602: Jose: See you. 603: Nik: Talk to you later, guys. 604: Jose: Bye. 605: Angel: I 606: michal: Okay. 607: Nik: Bye bye. --- END 4.json --- --- TRANSCRIPT FOR 5.json --- ... 37: Mathieu: Because even even if he was in SF in Monday, I think he was active a little bit. 38: Mathieu: So yesterday and Mardi, uh, like the last two day he was not. 39: Nik: Okay. 40: Mathieu: We never know. 41: Mathieu: Because I I was like, okay, there is two ways to get feedback 42: Mathieu: from Max if we want to improve ourselves was like the tag, but the tag is what everybody is doing, doesn't really work, right? 43: Mathieu: And it gives us a clear signal again that we should really treat him as a client. 44: Mathieu: So if we don't have feedback, what we tag again or we prepare a meeting. 45: Mathieu: Um and we say this is the point that we are going to to do in the meeting. 46: Mathieu: We need uh a feedback on this, this, this, this. 47: Nik: Actually, there is there's probably a better yeah, yeah, sorry, didn't mean to interrupt. 48: Mathieu: And not l no, no, no, no, but um yeah, you you I think you understand the the thing. 49: Nik: Yeah. 50: Mathieu: That's what I I was like, should we try? 51: Nik: Definitely. 52: Nik: I think it's always worth trying and yeah, I think it makes sense. ... 91: Mathieu: Okay. 92: Mathieu: Okay. 93: Nik: So I suggest maybe so how are you looking 94: Mathieu: Okay. 95: Nik: at For you, it would be 10:30 a.m. 96: Nik: I know that we have a meeting with the internal AI team at 10 in your time, right? 97: Mathieu: Okay. 98: Nik: But we can like squeeze it in 30 minutes and then have like a 50-minute meeting with Max at 10:30. 99: Mathieu: We will shut it. 100: Mathieu: Yeah. 101: Mathieu: Okay. 102: Nik: All right, sounds good. 103: Nik: Let me let me just add you. 104: Nik: So, Nikita Matico. 105: Nik: And then my come uh-huh is it mat matu at monadical.com? 106: Nik: Is that your email? ... 330: Mathieu: And maybe just having a an on taking a little bit of time to have an understanding of what is the limitation of Procedure or is it good? 331: Mathieu: Maybe just ah, it's so good, we can just d put it into internal AI, we can put it in the company, that will be will raise the security because We have some alert if some stuff is going out. 332: Mathieu: Right now we we are blind if we have uh leaks. 333: Mathieu: That is one. 334: Mathieu: The second is like aiming from the Docker file. 335: Mathieu: Uh like uh and and do a tech toll or something like the oh one password tree I still didn't share to any to anybody on the team. 336: Mathieu: Like we should use it. 337: Mathieu: Uh what is the the right approach and like maybe a A Docker file with add a lint that check that your Docker is actually correctly secured or not. 338: Mathieu: Um and the fir the first I started a presentation, maybe I should share it to you. 339: Mathieu: I think the presentation would be nice to to show to Max, but I feel like I'm aiming there because I'm I'm the technical one and he wants the other side something to sh show to the people. 340: Mathieu: And the first one, the presentation, is too technique like, hey, this is the Docker network, this is how it communicates, this is what we protect. 341: Mathieu: There is nothing visible, 342: Mathieu: it's just a matter of good practice. 343: Mathieu: You know. 344: Mathieu: So that's where the other part with the squid is something visible that we can show. 345: Nik: So here's why I think here's why I said like, oh, you're down with security for now, is because we still gotta validate this with Max and make sure that like this is kind of what he wanted in terms of the UX and then maybe we can continue on the security. ... 630: Nik: First filter first first pass didn't work. 631: Mathieu: Exactly. 632: Nik: Second pass didn't work. 633: Nik: Then we do the correlation. 634: Nik: We don't we can't do anything else. 635: Mathieu: I still think like we it's not because there is participants that everybody has an email, especially if you are a guest, like we can see ah, there is Max and there is somebody else that we don't know. 636: Mathieu: So we still need to do the calendar information either a direct one, if it was either a correlation. 637: Mathieu: So it's like one for sure. 638: Mathieu: And for the people we don't know, we just don't know anything. 639: Mathieu: But it's like my point is participant is not going to be attached to the transcript, is not going to be attached to the summary. 640: Mathieu: Participant is attached to the meeting. 641: Mathieu: So if I have a calendar event with a lot of email, I'm just going to say these emails was into this meeting end of the story. 642: Mathieu: The LLM will maybe figure out and if we say give me all the meeting I got with Nick, even if it's something that is not, but there was an ICS calendar attached, then it will just pop up, right? 643: Mathieu: So it feels like it might help. 644: Mathieu: And anyway, today, when we ask LLM or anything, finding the meeting is complicated. 645: Mathieu: Um I think like even um Miral, if he's still continuing working on the personal summary or whatever, is going to be complicated. ... 690: Mathieu: Uh meeting today at ten in uh forty minutes. 691: Nik: Oh, yeah, yeah. 692: Nik: I'm just I just mean that like so Jose is currently just working on what whatever he can do, like with contact DB, with data index. 693: Mathieu: Uh-huh. 694: Nik: And like sh so I think he still needs to like lay out the groundwork. 695: Nik: I don't know if he actually has already, because it's been a day. 696: Nik: Uh but yeah, maybe if I think yeah, I think it's worth mentioning anyways. 697: Nik: Um that's one question and that that makes sense. 698: Nik: Yes, yes. 699: Nik: The second thing is uh gosh, what was it? 700: Nik: So, what is Michal working on right now? 701: Nik: Search index? 702: Mathieu: Uh he was working on the search index, he said on task. 703: Mathieu: He was working on the MCP. 704: Mathieu: I don't know if it's landed yet on uh on internal AI. 705: Mathieu: I think a sync is required. 706: Mathieu: We can ask uh during the the meeting, yes. 707: Nik: Yeah. 708: Nik: Yeah. 709: Nik: So, one thing I was curious about is like, how can we attach Search index or like how can we use search index with social graph to search across say I want 710: Nik: to search for investors, angel investors in my se uh social graph, in the second half connections, or maybe like all the connections I have. ... 814: Nik: It's okay that the priorities change. 815: Nik: It's it's it's just yeah, I just wanted to say that like it's okay that priorities change. 816: Nik: They change all the time in like uh uh small and medium sized companies. 817: Mathieu: It's normal yeah uh I don't have a problem with that. 818: Nik: So it should it should be it should be uh expected. 819: Mathieu: It just when you think about everything we did on the Marimo, just to end up as I just want to know everybody I talk with, so and the i i it's it's like it's good, it's sudden that my work, just all the people I send an email to. 820: Mathieu: It's the people that I kind of already know they are okay. 821: Mathieu: Okay, sometimes you have some service, but on all the 6,000 people here is in contact, that was the best way to filter all of this with, okay, that's the one I want to see. 822: Mathieu: You unreach everything and then you filter on the San Francisco stuff. 823: Mathieu: That was really just dumb and effective. 824: Mathieu: Can we do it again? 825: Mathieu: No, without the Marimo, you know? 826: Mathieu: So when you talk about the hotness, I think it's the kind of information that one also should. 827: Mathieu: have in a way that it feels a stupid metric we can already do today. 828: Mathieu: Instead of having the number of message you receive of a person you actually today is the number of message you have in a in a person you you receive from a person doesn't mean it was for you. 829: Nik: But yeah, but I don't --- END 5.json --- INFO 2026-01-16T15:22:57 +9ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:22:57 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:22:57 +15ms service=bus type=message.updated publishing INFO 2026-01-16T15:22:57 +1ms service=bus type=session.status publishing INFO 2026-01-16T15:22:57 +0ms service=session.prompt step=8 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:22:57 +51ms service=bus type=message.updated publishing INFO 2026-01-16T15:22:57 +4ms service=bus type=session.updated publishing INFO 2026-01-16T15:22:57 +0ms service=bus type=session.diff publishing INFO 2026-01-16T15:22:57 +2ms service=bus type=message.updated publishing INFO 2026-01-16T15:22:57 +1ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started invalid INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started question INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:22:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:22:57 +1ms service=tool.registry status=started read INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started write INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started task INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:22:57 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:22:57 +5ms service=tool.registry status=completed duration=6 invalid INFO 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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 2026-01-16T15:22:57 +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 2026-01-16T15:22:57 +0ms service=tool.registry status=completed duration=6 task INFO 2026-01-16T15:22:57 +2ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-16T15:22:57 +11ms service=session.processor process INFO 2026-01-16T15:22:57 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:22:57 +12ms service=bus type=session.status publishing INFO 2026-01-16T15:23:16 +19096ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:16 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:20 +3995ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +3698ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +64ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +4ms service=permission permission=bash pattern=python3 -c "import json; print('2:', [p['name'] for p in json.load(open('2.json'))['raw_data']['participants']]); print('3:', [p['name'] for p in json.load(open('3.json'))['raw_data']['participants']]); print('4:', [p['name'] for p in json.load(open('4.json'))['raw_data']['participants']]); print('5:', [p['name'] for p in json.load(open('5.json'))['raw_data']['participants']])" 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 2026-01-16T15:23:24 +0ms service=permission permission=bash pattern=python3 -c "import json; print('2:', [p['name'] for p in json.load(open('2.json'))['raw_data']['participants']]); print('3:', [p['name'] for p in json.load(open('3.json'))['raw_data']['participants']]); print('4:', [p['name'] for p in json.load(open('4.json'))['raw_data']['participants']]); print('5:', [p['name'] for p in json.load(open('5.json'))['raw_data']['participants']])" action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:23:24 +7ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +1ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +53ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +148ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +16ms service=bus type=message.part.updated publishing |  Bash Check participants in all files 2: ['Mathieu', 'max', 'max', 'Nik'] 3: [] 4: ['Nik', 'Mathieu', 'Angel', 'Jose', 'michal'] 5: ['Nik', 'Mathieu'] INFO 2026-01-16T15:23:24 +4ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:24 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:23:24 +9ms service=bus type=message.updated publishing INFO 2026-01-16T15:23:24 +1ms service=bus type=session.status publishing INFO 2026-01-16T15:23:24 +1ms service=session.prompt step=9 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:23:24 +67ms service=bus type=message.updated publishing INFO 2026-01-16T15:23:24 +1ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:23:24 +5ms service=tool.registry status=started invalid INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started question INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=started bash INFO 2026-01-16T15:23:24 +6ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=started read INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=started glob INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=started edit INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started write INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=started task INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=11 invalid INFO 2026-01-16T15:23:24 +1ms service=tool.registry status=completed duration=11 question INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=4 read INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=3 glob INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=3 grep INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=2 edit INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=2 write INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=11 bash INFO 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-16T15:23:24 +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 2026-01-16T15:23:24 +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 2026-01-16T15:23:24 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-16T15:23:24 +16ms service=session.prompt status=completed duration=33 resolveTools INFO 2026-01-16T15:23:24 +4ms service=bus type=message.updated publishing INFO 2026-01-16T15:23:24 +5ms service=bus type=session.updated publishing INFO 2026-01-16T15:23:24 +1ms service=bus type=session.diff publishing INFO 2026-01-16T15:23:25 +9ms service=session.processor process INFO 2026-01-16T15:23:25 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:23:25 +27ms service=bus type=session.status publishing INFO 2026-01-16T15:23:41 +16332ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:41 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:44 +3254ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:47 +2971ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:50 +3106ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:53 +2438ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:56 +3845ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:23:59 +2746ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +3416ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +67ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +14ms service=permission permission=bash pattern=python3 -c "import json; print('1:', json.load(open('1.json'))['timestamp']); print('2:', json.load(open('2.json'))['timestamp']); print('3:', json.load(open('3.json'))['timestamp']); print('4:', json.load(open('4.json'))['timestamp']); print('5:', json.load(open('5.json'))['timestamp'])" 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 2026-01-16T15:24:03 +0ms service=permission permission=bash pattern=python3 -c "import json; print('1:', json.load(open('1.json'))['timestamp']); print('2:', json.load(open('2.json'))['timestamp']); print('3:', json.load(open('3.json'))['timestamp']); print('4:', json.load(open('4.json'))['timestamp']); print('5:', json.load(open('5.json'))['timestamp'])" action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:24:03 +10ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +6ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +31ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +167ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +11ms service=bus type=message.part.updated publishing |  Bash Check timestamps 1: 2025-12-15T17:48:24.575976Z 2: 2025-12-12T23:54:19.502823Z 3: 2025-12-12T19:01:57.406491Z 4: 2025-12-11T17:58:22.569318Z 5: 2025-12-11T15:55:22.830674Z INFO 2026-01-16T15:24:03 +8ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:03 +2ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:03 +33ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:03 +0ms service=bus type=session.status publishing INFO 2026-01-16T15:24:03 +0ms service=session.prompt step=10 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:24:03 +74ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:03 +6ms service=bus type=session.updated publishing INFO 2026-01-16T15:24:03 +1ms service=bus type=session.diff publishing INFO 2026-01-16T15:24:03 +26ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:03 +0ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:24:03 +5ms service=tool.registry status=started invalid INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started question INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:24:03 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:24:03 +4ms service=tool.registry status=started read INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started write INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started task INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:24:03 +1ms service=tool.registry status=completed duration=5 invalid INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=5 question INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=5 bash INFO 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-16T15:24:03 +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 2026-01-16T15:24:03 +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 2026-01-16T15:24:03 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-16T15:24:03 +3ms service=session.prompt status=completed duration=13 resolveTools INFO 2026-01-16T15:24:03 +25ms service=session.processor process INFO 2026-01-16T15:24:03 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:24:03 +25ms service=bus type=session.status publishing INFO 2026-01-16T15:24:13 +9934ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:13 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:16 +3075ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:19 +2982ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:22 +3106ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:26 +3347ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +5350ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +70ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +2ms service=permission permission=edit pattern=app/input/write_output.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 2026-01-16T15:24:31 +0ms service=permission permission=edit pattern=app/input/write_output.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:24:31 +1ms service=bus type=file.edited publishing INFO 2026-01-16T15:24:31 +0ms service=format file=/app/input/write_output.py formatting INFO 2026-01-16T15:24:31 +1ms service=format name=zig ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=uv format ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=uv format ext=.py enabled INFO 2026-01-16T15:24:31 +0ms service=format name=terraform ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=standardrb ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=shfmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=rustfmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=ruff ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +1ms service=format name=rubocop ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=air ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=prettier ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=oxfmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=ocamlformat ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=nixfmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=mix ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=latexindent ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=ktlint ext=.py checking INFO 2026-01-16T15:24:31 +1ms service=format name=htmlbeautifier ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=gofmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=gleam ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=dart ext=.py checking INFO 2026-01-16T15:24:31 +1ms service=format name=clang-format ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=cargofmt ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format name=biome ext=.py checking INFO 2026-01-16T15:24:31 +0ms service=format command=["uv","format","--","$FILE"] running INFO 2026-01-16T15:24:31 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +71ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:31 +1ms service=file.time sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB file=/app/input/write_output.py read INFO 2026-01-16T15:24:31 +0ms service=lsp file=/app/input/write_output.py touching file INFO 2026-01-16T15:24:31 +13ms service=lsp.client serverID=pyright path=/app/input/write_output.py waiting for diagnostics INFO 2026-01-16T15:24:31 +0ms service=bus type=lsp.client.diagnostics subscribing INFO 2026-01-16T15:24:31 +3ms service=lsp.client serverID=pyright path=/app/input/write_output.py workspace/didChangeWatchedFiles INFO 2026-01-16T15:24:31 +4ms service=lsp.client serverID=pyright path=/app/input/write_output.py textDocument/didOpen INFO 2026-01-16T15:24:34 +2579ms service=lsp.client serverID=pyright path=/app/input/filter_transcript.py count=0 textDocument/publishDiagnostics INFO 2026-01-16T15:24:34 +1ms service=bus type=lsp.client.diagnostics publishing INFO 2026-01-16T15:24:34 +7ms service=lsp.client serverID=pyright token=e8662fae-d41b-4667-9654-821c6854a199 window/workDoneProgress/create INFO 2026-01-16T15:24:34 +260ms service=lsp.client serverID=pyright path=/app/input/filter_transcript_all.py count=0 textDocument/publishDiagnostics INFO 2026-01-16T15:24:34 +0ms service=bus type=lsp.client.diagnostics publishing INFO 2026-01-16T15:24:34 +148ms service=bus type=lsp.client.diagnostics unsubscribing INFO 2026-01-16T15:24:34 +5ms service=bus type=message.part.updated publishing |  Write app/input/write_output.py INFO 2026-01-16T15:24:34 +6ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:34 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:34 +10ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:34 +0ms service=bus type=session.status publishing INFO 2026-01-16T15:24:34 +1ms service=session.prompt step=11 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:24:34 +75ms service=lsp.client serverID=pyright path=/app/input/write_output.py count=0 textDocument/publishDiagnostics INFO 2026-01-16T15:24:34 +0ms service=bus type=lsp.client.diagnostics publishing INFO 2026-01-16T15:24:34 +22ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:34 +1ms service=bus type=session.updated publishing INFO 2026-01-16T15:24:34 +2ms service=bus type=session.diff publishing INFO 2026-01-16T15:24:34 +3ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:34 +0ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:24:34 +4ms service=tool.registry status=started invalid INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started question INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:24:34 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started read INFO 2026-01-16T15:24:34 +1ms service=tool.registry status=started glob INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started write INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started task INFO 2026-01-16T15:24:34 +1ms service=tool.registry status=started webfetch INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=2 read INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-16T15:24:34 +4ms service=tool.registry status=completed duration=3 skill INFO 2026-01-16T15:24:34 +2ms 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 2026-01-16T15:24:34 +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 2026-01-16T15:24:34 +0ms service=tool.registry status=completed duration=7 task INFO 2026-01-16T15:24:34 +18ms service=session.prompt status=completed duration=30 resolveTools INFO 2026-01-16T15:24:34 +31ms service=session.processor process INFO 2026-01-16T15:24:34 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:24:34 +19ms service=bus type=session.status publishing INFO 2026-01-16T15:24:40 +5429ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:40 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +3300ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +1ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +43ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +7ms service=permission permission=bash pattern=python3 write_output.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 2026-01-16T15:24:43 +1ms service=permission permission=bash pattern=python3 write_output.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:24:43 +18ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +22ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +137ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +10ms service=bus type=message.part.updated publishing |  Bash Write the output JSON files Wrote 1.json Wrote 2.json Wrote 3.json Wrote 4.json Wrote 5.json INFO 2026-01-16T15:24:43 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:43 +0ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:43 +6ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:43 +0ms service=bus type=session.status publishing INFO 2026-01-16T15:24:43 +0ms service=session.prompt step=12 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:24:43 +46ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:43 +0ms service=bus type=session.updated publishing INFO 2026-01-16T15:24:43 +0ms service=bus type=session.diff publishing INFO 2026-01-16T15:24:43 +9ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:43 +0ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:24:43 +1ms service=tool.registry status=started invalid INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started question INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:24:43 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started read INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started write INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started task INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=0 question INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-16T15:24:43 +1ms service=tool.registry status=completed duration=0 edit INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-16T15:24:43 +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 2026-01-16T15:24:43 +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 2026-01-16T15:24:43 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-16T15:24:43 +1ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-16T15:24:43 +13ms service=session.processor process INFO 2026-01-16T15:24:43 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:24:43 +34ms service=bus type=session.status publishing INFO 2026-01-16T15:24:51 +7744ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +39ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +9ms service=permission permission=bash pattern=cat 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 2026-01-16T15:24:51 +1ms service=permission permission=bash pattern=cat 1.json action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:24:51 +8ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +4ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +9ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +1ms service=bus type=message.part.updated publishing |  Bash Verify content of 1.json { "action_items": [ { "action_item": "Change contact DB ingestion to include all information from contact DB in the chunk", "deadline": null }, { "action_item": "Implement personal meeting summary using a webhook approach", "deadline": null }, { "action_item": "Copy the project management template and create a document for the project", "deadline": null }, { "action_item": "Provide feedback on the project management template and process", "deadline": "2025-12-19" }, { "action_item": "Add a new evaluation metric to the LLM eval library, run it on open models, and share opinion in Zulip", "deadline": null } ] } INFO 2026-01-16T15:24:51 +8ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:51 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:51 +14ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:51 +1ms service=bus type=session.status publishing INFO 2026-01-16T15:24:51 +0ms service=session.prompt step=13 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:24:51 +52ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:51 +1ms service=bus type=session.updated publishing INFO 2026-01-16T15:24:51 +1ms service=bus type=session.diff publishing INFO 2026-01-16T15:24:51 +4ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:51 +2ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started invalid INFO 2026-01-16T15:24:51 +1ms service=tool.registry status=started question INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:24:51 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:24:51 +1ms service=tool.registry status=started read INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started write INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started task INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:24:51 +1ms service=tool.registry status=started todowrite INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-16T15:24:51 +1ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=3 bash INFO 2026-01-16T15:24:51 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-16T15:24:51 +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 2026-01-16T15:24:51 +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 2026-01-16T15:24:51 +1ms service=tool.registry status=completed duration=3 task INFO 2026-01-16T15:24:51 +4ms service=session.prompt status=completed duration=9 resolveTools INFO 2026-01-16T15:24:51 +17ms service=session.processor process INFO 2026-01-16T15:24:51 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:24:51 +23ms service=bus type=session.status publishing INFO 2026-01-16T15:24:57 +6082ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:57 +2ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +35ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +16ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +5ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +12ms service=bash-tool arg=filter_transcript.py resolved=/app/input/filter_transcript.py resolved path INFO 2026-01-16T15:24:58 +21ms service=bash-tool arg=filter_transcript_all.py resolved=/app/input/filter_transcript_all.py resolved path INFO 2026-01-16T15:24:58 +13ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +1ms service=bash-tool arg=write_output.py resolved=/app/input/write_output.py resolved path INFO 2026-01-16T15:24:58 +1ms service=permission permission=bash pattern=rm filter_transcript.py filter_transcript_all.py write_output.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 2026-01-16T15:24:58 +0ms service=permission permission=bash pattern=rm filter_transcript.py filter_transcript_all.py write_output.py action={"permission":"*","pattern":"*","action":"allow"} evaluated INFO 2026-01-16T15:24:58 +4ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +17ms service=bus type=message.part.updated publishing |  Bash Cleanup temporary scripts INFO 2026-01-16T15:24:58 +4ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:24:58 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:58 +8ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:58 +8ms service=bus type=session.status publishing INFO 2026-01-16T15:24:58 +0ms service=session.prompt step=14 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:24:58 +36ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:58 +3ms service=bus type=message.updated publishing INFO 2026-01-16T15:24:58 +0ms service=session.prompt status=started resolveTools INFO 2026-01-16T15:24:58 +1ms service=tool.registry status=started invalid INFO 2026-01-16T15:24:58 +1ms service=tool.registry status=started question INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started bash INFO 2026-01-16T15:24:58 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-16T15:24:58 +2ms service=tool.registry status=started read INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started glob INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started grep INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started edit INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started write INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started task INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started webfetch INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started todowrite INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started todoread INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=started skill INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=3 invalid INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=2 question INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 read INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 glob INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 grep INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 edit INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-16T15:24:58 +1ms service=tool.registry status=completed duration=0 skill INFO 2026-01-16T15:24:58 +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 2026-01-16T15:24:58 +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 2026-01-16T15:24:58 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-16T15:24:58 +2ms service=session.prompt status=completed duration=7 resolveTools INFO 2026-01-16T15:24:58 +2ms service=bus type=session.updated publishing INFO 2026-01-16T15:24:58 +1ms service=bus type=session.diff publishing INFO 2026-01-16T15:24:58 +15ms service=session.processor process INFO 2026-01-16T15:24:58 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB small=false agent=build stream INFO 2026-01-16T15:24:58 +15ms service=bus type=session.status publishing INFO 2026-01-16T15:25:12 +14592ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:12 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:14 +1921ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:14 +3ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:14 +1ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +328ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +291ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +54ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +64ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +1ms service=bus type=message.part.updated publishing The action items for Michal have been extracted from the meeting transcripts and saved to the corresponding JSON files (`1.json` to `5.json`) in the current directory. **Summary of Extracted Action Items:** * **1.json**: * Change contact DB ingestion to include all information from contact DB in the chunk. * Implement personal meeting summary using a webhook approach. * Copy the project management template and create a document for the project. * Provide feedback on the project management template and process (Deadline: 2025-12-19). * Add a new evaluation metric to the LLM eval library, run it on open models, and share opinion in Zulip. * **4.json**: * Ingest contacts from ContactDB into Data Index and enable search across them. * **2.json, 3.json, 5.json**: * No action items found for Michal (Michal was not present in these meetings). INFO 2026-01-16T15:25:15 +1ms service=bus type=message.part.updated publishing INFO 2026-01-16T15:25:15 +1ms service=bus type=message.updated publishing INFO 2026-01-16T15:25:15 +5ms service=bus type=message.updated publishing INFO 2026-01-16T15:25:15 +1ms service=bus type=session.status publishing INFO 2026-01-16T15:25:15 +0ms service=session.prompt step=15 sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB loop INFO 2026-01-16T15:25:15 +35ms service=session.prompt sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB exiting loop INFO 2026-01-16T15:25:15 +2ms service=session.compaction pruning INFO 2026-01-16T15:25:15 +7ms service=bus type=message.updated publishing INFO 2026-01-16T15:25:15 +1ms service=session.prompt sessionID=ses_4389b1e8bffeQW5sQzxZC1w3ZB cancel INFO 2026-01-16T15:25:15 +0ms service=bus type=session.status publishing INFO 2026-01-16T15:25:15 +1ms service=bus type=session.idle publishing INFO 2026-01-16T15:25:15 +1ms service=default directory=/app/input disposing instance INFO 2026-01-16T15:25:15 +2ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-16T15:25:15 +1ms service=lsp.client serverID=pyright shutting down INFO 2026-01-16T15:25:15 +2ms service=lsp.client serverID=pyright shutdown INFO 2026-01-16T15:25:15 +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.