/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_20260109_150042/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: 7cd4c04b
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 151 models to OpenCode configuration
Added openrouter standard provider with 348 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  2026-01-09T15:15:08 +606ms service=default version=1.0.212 args=["run","--print-logs"] opencode
INFO  2026-01-09T15:15:08 +3ms service=default directory=/app/input creating instance
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ERROR 2026-01-09T15:15:08 +6ms service=storage index=0 failed to run migration
INFO  2026-01-09T15:15:08 +1ms service=storage index=1 running migration
INFO  2026-01-09T15:15:08 +9ms service=default directory=/app/input bootstrapping
INFO  2026-01-09T15:15:08 +7ms service=config path=/home/cubbi/.config/opencode/config.json loading
INFO  2026-01-09T15:15:08 +47ms service=config path=/home/cubbi/.config/opencode/opencode.json loading
INFO  2026-01-09T15:15:08 +2ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading
INFO  2026-01-09T15:15:08 +10ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@1.0.212","--exact"] cwd=/home/cubbi/.config/opencode running
INFO  2026-01-09T15:15:09 +438ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed @opencode-ai/plugin@1.0.212

3 packages installed [418.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [12]
Saved lockfile
 done
INFO  2026-01-09T15:15:09 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","install"] cwd=/home/cubbi/.config/opencode running
INFO  2026-01-09T15:15:09 +16ms service=bun code=0 stdout=bun install v1.3.5 (1e86cebd)

Checked 3 installs across 4 packages (no changes) [4.00ms]
 stderr= done
INFO  2026-01-09T15:15:09 +8ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin
INFO  2026-01-09T15:15:09 +10ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution
INFO  2026-01-09T15:15:09 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.9"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-09T15:15:09 +111ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

installed opencode-copilot-auth@0.0.9

1 package installed [102.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [4]
Saved lockfile
 done
INFO  2026-01-09T15:15:09 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin
INFO  2026-01-09T15:15:09 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution
INFO  2026-01-09T15:15:09 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running
INFO  2026-01-09T15:15:09 +460ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd)

+ opencode-copilot-auth@0.0.9

installed opencode-anthropic-auth@0.0.5

14 packages installed [450.00ms]
 stderr=Resolving dependencies
Resolved, downloaded and extracted [50]
Saved lockfile
 done
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INFO  2026-01-09T15:15:09 +5ms service=bus type=command.executed subscribing
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INFO  2026-01-09T15:15:09 +5ms service=session id=ses_45cac9bfeffeyNi12c0PO1lQOo version=1.0.212 projectID=global directory=/app/input title=New session - 2026-01-09T15:15:09.953Z time={"created":1767971709953,"updated":1767971709953} created
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INFO  2026-01-09T15:15:10 +15ms service=tool.registry status=started invalid
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INFO  2026-01-09T15:15:13 +2531ms service=session.summary title=Extracting action items for Michal title
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ERROR 2026-01-09T15:15:14 +563ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
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|  Bash     List files in the input directory

ls: cannot access 'input/': No such file or directory

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INFO  2026-01-09T15:15:15 +1ms service=tool.registry status=started invalid
INFO  2026-01-09T15:15:15 +0ms service=tool.registry status=started bash
INFO  2026-01-09T15:15:15 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
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INFO  2026-01-09T15:15:15 +1ms service=bus type=session.updated publishing
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INFO  2026-01-09T15:15:15 +7ms service=session.processor process
INFO  2026-01-09T15:15:15 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:15:15 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:15:15 +8ms service=bus type=session.status publishing
ERROR 2026-01-09T15:15:16 +790ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:16 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:19 +2799ms service=bus type=message.part.updated publishing
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|  Bash     List files recursively to understand structure

.:
1.json
2.json
3.json
4.json
5.json

INFO  2026-01-09T15:15:20 +6ms service=bus type=message.updated publishing
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INFO  2026-01-09T15:15:20 +0ms service=session.prompt step=2 sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo loop
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INFO  2026-01-09T15:15:20 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-09T15:15:20 +1ms service=tool.registry status=started read
INFO  2026-01-09T15:15:20 +0ms service=tool.registry status=started glob
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INFO  2026-01-09T15:15:20 +0ms service=tool.registry status=started skill
INFO  2026-01-09T15:15:20 +0ms service=tool.registry status=completed duration=2 invalid
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INFO  2026-01-09T15:15:20 +0ms service=tool.registry status=completed duration=2 grep
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INFO  2026-01-09T15:15:20 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:15:20 +8ms service=bus type=session.status publishing
ERROR 2026-01-09T15:15:20 +167ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:20 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:25 +5092ms service=bus type=message.part.updated publishing
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ERROR 2026-01-09T15:15:26 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:26 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:27 +828ms service=bus type=message.part.updated publishing
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INFO  2026-01-09T15:15:27 +18ms service=lsp file=/app/input/1.json touching file
INFO  2026-01-09T15:15:27 +1ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/1.json read
INFO  2026-01-09T15:15:27 +10ms service=bus type=message.part.updated publishing
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|  Read     app/input/1.json
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INFO  2026-01-09T15:15:27 +1ms service=session.prompt status=started resolveTools
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INFO  2026-01-09T15:15:27 +1ms service=tool.registry status=started read
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INFO  2026-01-09T15:15:27 +0ms service=tool.registry status=completed duration=1 bash
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INFO  2026-01-09T15:15:27 +9ms service=session.processor process
INFO  2026-01-09T15:15:27 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:15:27 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:15:27 +4ms service=bus type=session.status publishing
ERROR 2026-01-09T15:15:28 +876ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:28 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:31 +3300ms service=bus type=message.part.updated publishing
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ERROR 2026-01-09T15:15:32 +0ms service=default e=NotFoundError rejection
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ERROR 2026-01-09T15:15:35 +1006ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:35 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:37 +2011ms service=bus type=message.part.updated publishing
ERROR 2026-01-09T15:15:38 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:38 +1ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:41 +3039ms service=bus type=message.part.updated publishing
ERROR 2026-01-09T15:15:42 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:42 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:43 +707ms service=bus type=message.part.updated publishing
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INFO  2026-01-09T15:15:43 +3ms service=bus type=file.edited publishing
INFO  2026-01-09T15:15:43 +0ms service=format file=/app/input/print_transcript.py formatting
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INFO  2026-01-09T15:15:43 +0ms service=format name=uv format ext=.py checking
INFO  2026-01-09T15:15:43 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:43 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:43 +10ms service=format name=uv format ext=.py enabled
INFO  2026-01-09T15:15:43 +0ms service=format name=terraform ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=standardrb ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=shfmt ext=.py checking
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INFO  2026-01-09T15:15:43 +1ms service=format name=rubocop ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=air ext=.py checking
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INFO  2026-01-09T15:15:43 +0ms service=format name=ocamlformat ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=nixfmt ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=mix ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=latexindent ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=ktlint ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=htmlbeautifier ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=gofmt ext=.py checking
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INFO  2026-01-09T15:15:43 +0ms service=format name=clang-format ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format name=biome ext=.py checking
INFO  2026-01-09T15:15:43 +0ms service=format command=["uv","format","--","$FILE"] running
INFO  2026-01-09T15:15:43 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:44 +387ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/print_transcript.py read
INFO  2026-01-09T15:15:44 +0ms service=lsp file=/app/input/print_transcript.py touching file
  ���� Resolving [1/1] ERROR 2026-01-09T15:15:44 +552ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:44 +1ms service=default e=NotFoundError rejection
  ���� pyright [7/6]   ���� pyright [7/6]   ���� Saving lockfile... INFO  2026-01-09T15:15:45 +486ms service=lsp serverID=pyright spawned lsp server
INFO  2026-01-09T15:15:45 +1ms service=lsp.client serverID=pyright starting client
INFO  2026-01-09T15:15:45 +6ms service=lsp.client serverID=pyright sending initialize
INFO  2026-01-09T15:15:45 +747ms service=lsp.client serverID=pyright initialized
INFO  2026-01-09T15:15:45 +0ms service=bus type=lsp.updated publishing
INFO  2026-01-09T15:15:45 +1ms service=lsp.client serverID=pyright path=/app/input/print_transcript.py waiting for diagnostics
INFO  2026-01-09T15:15:45 +0ms service=bus type=lsp.client.diagnostics subscribing
INFO  2026-01-09T15:15:45 +2ms service=lsp.client serverID=pyright path=/app/input/print_transcript.py textDocument/didOpen
INFO  2026-01-09T15:15:48 +2640ms service=lsp.client serverID=pyright path=/app/input/print_transcript.py count=0 textDocument/publishDiagnostics
INFO  2026-01-09T15:15:48 +0ms service=bus type=lsp.client.diagnostics publishing
INFO  2026-01-09T15:15:48 +151ms service=lsp.client serverID=pyright path=/app/input/print_transcript.py got diagnostics
INFO  2026-01-09T15:15:48 +0ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2026-01-09T15:15:48 +1ms service=bus type=lsp.client.diagnostics unsubscribing
INFO  2026-01-09T15:15:48 +4ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:48 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:48 +1ms service=bus type=message.updated publishing
|  Write    app/input/print_transcript.py
INFO  2026-01-09T15:15:48 +4ms service=bus type=message.updated publishing
INFO  2026-01-09T15:15:48 +0ms service=bus type=session.status publishing
INFO  2026-01-09T15:15:48 +0ms service=session.prompt step=4 sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo loop
INFO  2026-01-09T15:15:48 +14ms service=bus type=message.updated publishing
INFO  2026-01-09T15:15:48 +1ms service=bus type=session.updated publishing
INFO  2026-01-09T15:15:48 +0ms service=bus type=session.diff publishing
INFO  2026-01-09T15:15:48 +2ms service=bus type=message.updated publishing
INFO  2026-01-09T15:15:48 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started invalid
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started bash
INFO  2026-01-09T15:15:48 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-09T15:15:48 +1ms service=tool.registry status=started read
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started glob
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started grep
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started edit
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started write
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started task
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started webfetch
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started todowrite
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started todoread
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=started skill
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-09T15:15:48 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-09T15:15:48 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-09T15:15:48 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-09T15:15:48 +18ms service=session.processor process
INFO  2026-01-09T15:15:48 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:15:48 +3ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:15:48 +14ms service=bus type=session.status publishing
ERROR 2026-01-09T15:15:49 +944ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:49 +1ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:15:51 +1933ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +35ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +23ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +123ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +5ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +7ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:15:51 +0ms service=bus type=message.updated publishing
|  Bash     Read transcript of 1.json

--- File: 1.json ---
Using raw_data.transcript
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

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ERROR 2026-01-09T15:15:56 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
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ERROR 2026-01-09T15:15:59 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:15:59 +0ms service=default e=NotFoundError rejection
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ERROR 2026-01-09T15:16:01 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:16:01 +0ms service=default e=NotFoundError rejection
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ERROR 2026-01-09T15:16:04 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:16:04 +0ms service=default e=NotFoundError rejection
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|  Bash     Run analysis to find mentions of Michal



========== FILE: 1.json ==========

--- Short Summary ---
In the meeting, Nik proposed a structured meeting format and introduced a new project management template to enhance project tracking. Matthew emphasized the need for a structured evaluation process for language models, while security concerns were raised by Matthew regarding the Codify application, with Max highlighting the urgency of addressing an RCE vulnerability. Mathieu suggested adopting Docker best practices and using OP run to enhance security, and Nik suggested a Claude code template to improve developer experience with predefined security rules. Discussions also covered the transition from a Squid proxy to a SOX proxy for better HTTPS handling and the need for comprehensive documentation and usability improvements in Reflector. The integration of personalized meeting summaries into Reflector was considered, with Nik proposing a webhook solution. Lastly, the team focused on evaluating language models with structured processes and security measures, with Max emphasizing the need for specific evaluation metrics.

--- Long Summary ---
# Quick recap

In the meeting, Nik proposed a structured meeting format and introduced a new project management template to enhance project tracking. Matthew emphasized the need for a structured evaluation process for language models, while security concerns were raised by Matthew regarding the Codify application, with Max highlighting the urgency of addressing an RCE vulnerability. Mathieu suggested adopting Docker best practices and using OP run to enhance security, and Nik suggested a Claude ...

--- Transcript Mentions of Michal ---
[1] Nik: Hey Igor, what's up?
Nik: Hey, Michal, how are you?
michal: I'm good.
michal: I'm good.
Nik: Good to hear.
Igor: Joseph.
---
[2] Nik: Hey Igor, what's up?
Nik: Hey, Michal, how are you?
michal: I'm good.
michal: I'm good.
Nik: Good to hear.
Igor: Joseph.
Nik: Hey Jose, how are you?
---
[3] Nik: Hey, Michal, how are you?
michal: I'm good.
michal: I'm good.
Nik: Good to hear.
Igor: Joseph.
Nik: Hey Jose, how are you?
Jose: Hey there.
---
[23] Nik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.
Mathieu: Yep, you just change something with your MIC gain.
michal: It gets it gets very loud.
Nik: Oh sorry, oh oh, I see.
Nik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.
Mathieu: Thank you for the string so here.
Nik: I'm sorry.
---
[88] Mathieu: Okay.
Igor: Right.
michal: I can go next.
michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.
michal: And we are also ingesting this for search.
michal: We are creating chunks.
michal: It detects edits.
---
[89] Igor: Right.
michal: I can go next.
michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.
michal: And we are also ingesting this for search.
michal: We are creating chunks.
michal: It detects edits.
michal: merges and and
---
[90] michal: I can go next.
michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.
michal: And we are also ingesting this for search.
michal: We are creating chunks.
michal: It detects edits.
michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
---
[91] michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.
michal: And we are also ingesting this for search.
michal: We are creating chunks.
michal: It detects edits.
michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
---
[92] michal: And we are also ingesting this for search.
michal: We are creating chunks.
michal: It detects edits.
michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
michal: That's a question for me.
---
[93] michal: We are creating chunks.
michal: It detects edits.
michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
michal: That's a question for me.
Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.
---
[94] michal: It detects edits.
michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
michal: That's a question for me.
Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.
Mathieu: Do you do the enrichment part too?
---
[95] michal: merges and and
michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
michal: That's a question for me.
Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.
Mathieu: Do you do the enrichment part too?
michal: And no, no.
---
[96] michal: deletions and updates the the the chunks according accordingly.
michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?
michal: That's a question for me.
Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.
Mathieu: Do you do the enrichment part too?
michal: And no, no.
michal: I can do that if that's that's needed.
---
[99] Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.
Mathieu: Do you do the enrichment part too?
michal: And no, no.
michal: I can do that if that's that's needed.
Mathieu: I b b because otherwise it will I feel it will be super limited, right?
Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.
Mathieu: Therefore, I would say enrichment data and I as a minimum.
---
[100] Mathieu: Do you do the enrichment part too?
michal: And no, no.
michal: I can do that if that's that's needed.
Mathieu: I b b because otherwise it will I feel it will be super limited, right?
Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.
Mathieu: Therefore, I would say enrichment data and I as a minimum.
Mathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.
---
[114] Nik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.
Nik: So like that was the MVP for like in my view for now.
michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.
Nik: Yeah.
Nik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.
Nik: It's it's fine.
Mathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.
---
[124] Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.
Mathieu: API documents is uh indexed by search index, right?
michal: Uh APA documents.
michal: I I don't think so.
michal: I haven't written an uh a chunk a chunk a chunker for that.
Mathieu: Ah okay, okay, so maybe not.
Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.
---
[125] Mathieu: API documents is uh indexed by search index, right?
michal: Uh APA documents.
michal: I I don't think so.
michal: I haven't written an uh a chunk a chunk a chunker for that.
Mathieu: Ah okay, okay, so maybe not.
Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.
Nik: Well I mean I got a new job is a good post.
---
[126] michal: Uh APA documents.
michal: I I don't think so.
michal: I haven't written an uh a chunk a chunk a chunker for that.
Mathieu: Ah okay, okay, so maybe not.
Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.
Nik: Well I mean I got a new job is a good post.
Nik: Maybe it could be informative but like there's gonna be a lot of spam there too.
---
[138] Mathieu: Okay.
Mathieu: Okay.
michal: Is is the entity type oh sorry, a quick question.
Mathieu: As for sorry.
michal: Is the entity type of API document a document entity?
Mathieu: Ah, yes.
michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.
---
[140] michal: Is is the entity type oh sorry, a quick question.
Mathieu: As for sorry.
michal: Is the entity type of API document a document entity?
Mathieu: Ah, yes.
michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.
Nik: Yeah.
Nik: That would make sense, yeah.
---
[142] michal: Is the entity type of API document a document entity?
Mathieu: Ah, yes.
michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.
Nik: Yeah.
Nik: That would make sense, yeah.
Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.
Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?
---
[188] Mathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.
Nik: Well, I mean, uh what I'm saying I guess maybe, maybe.
michal: Yeah.
Nik: Or maybe you could have like a check check mark, like send this to my DM as well or something.
Nik: I don't know.
Nik: But yeah, depends.
Nik: Depends.
---
[217] Mathieu: It has a full transcript in WebVTT with a person attached and
Mathieu: it has uh the summary long and short.
michal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.
Mathieu: Work on top of that.
Mathieu: Uh edit is a thing that on data index we don't have at all.
Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.
michal: Mm-hmm.
---
[221] Mathieu: Uh edit is a thing that on data index we don't have at all.
Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.
michal: Mm-hmm.
Mathieu: Let's see if we need uh that or not.
Mathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.
michal: Okay.
Mathieu: Okay, do we want visualization?
---
[224] Mathieu: Let's see if we need uh that or not.
Mathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.
michal: Okay.
Mathieu: Okay, do we want visualization?
Mathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.
Mathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.
Mathieu: If that is good enough, then yeah, we don't need the big things here.
---
[230] Mathieu: If that is good enough, then yeah, we don't need the big things here.
Mathieu: Okay.
michal: Oh okay.
Mathieu: Next one.
Angel: Hello.
Angel: Well, hello guys.
Mathieu: Ronald.
---
[302] Angel: Yeah, it it's it's it's strange, but it uses more.
Mathieu: Otherwise you will just uh use full memory and then it's blocked.
michal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.
Mathieu: Doesn't work.
michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.
max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?
michal: Um can't remember from the top of my head.
---
[304] michal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.
Mathieu: Doesn't work.
michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.
max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?
michal: Um can't remember from the top of my head.
Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.
Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.
---
[306] michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.
max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?
michal: Um can't remember from the top of my head.
Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.
Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.
michal: Like it doesn't it it doesn't start at at all.
max: But yeah, but Hang on, hang on, hang on.
---
[309] Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.
Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.
michal: Like it doesn't it it doesn't start at at all.
max: But yeah, but Hang on, hang on, hang on.
michal: It doesn't generate any any answers.
max: I don't feel like we have reached a satisfactory conclusion to this conversation.
max: Right?
---
[311] michal: Like it doesn't it it doesn't start at at all.
max: But yeah, but Hang on, hang on, hang on.
michal: It doesn't generate any any answers.
max: I don't feel like we have reached a satisfactory conclusion to this conversation.
max: Right?
max: Like the AIR model uses about 100 gigs of VRAM.
Angel: Mm-hmm.
---
[335] Nik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.
max: But it it it does the why would the KV cache be using double the precision of the inference quantization?
michal: Yeah, what about the key because
Mathieu: Yeah, no, okay, okay, Evan.
Mathieu: Okay, I put a little bit d down.
Mathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.
Mathieu: Four card.
---
[420] Nik: I think that would be a decent enough metric for us to tell whether this is worth it or not.
Nik: And then we can all, of course, like perform an evaluation.
michal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.
Mathieu: With it?
michal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.
michal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.
Nik: Yep, I am not either.
---
[422] michal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.
Mathieu: With it?
michal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.
michal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.
Nik: Yep, I am not either.
Nik: So but I feel like that would save that would save some uh money and potentially like if there is a better way to run these models, better para parallelize them, maybe that would save some uh or that that would increase the speed as well, which is good.
Mathieu: Okay.
---
[423] Mathieu: With it?
michal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty slow on multi GPO setups because it essentially just uses compute from one GPU.
michal: Uh But uh uh but I'm not fully up to date uh up to date on how this effort looks today because it changes from month to month.
Nik: Yep, I am not either.
Nik: So but I feel like that would save that would save some uh money and potentially like if there is a better way to run these models, better para parallelize them, maybe that would save some uh or that that would increase the speed as well, which is good.
Mathieu: Okay.
Nik: Because even right now, like the speed is not comparable to like the like ChatGPT or Quad models.
---
[1108] Mathieu: Okay.
Mathieu: And then everybody tried.
michal: So so each of us So each of us does one more uh evil task on another evil?
Mathieu: There, sorry.
Mathieu: Yep.
Nik: No.
michal: Okay.
---
[1112] Mathieu: Yep.
Nik: No.
michal: Okay.
Mathieu: Yep.
Mathieu: I think it will be nice.
Mathieu: Uh, I don't want to take the task, but uh I will try to see.
Mathieu: LNM eval just do um Test evaluation as a bash script that run, and I think it will be a completely over things if the LLM eval could be also act as an evaluator.
---
[1266] Nik: Bye bye.
Mathieu: Good luck.
michal: Thank you.
Mathieu: Bye.
michal: Bye.
---
[1268] michal: Thank you.
Mathieu: Bye.
michal: Bye.
---


========== FILE: 2.json ==========

--- Short Summary ---
The meeting revolved around enhancing project efficiency and security, with Mathieu, Max, and Nik discussing various initiatives. Mathieu highlighted the need for automation in multi-agent systems and the potential of application-level notifications for security proxies. Max emphasized the benefits of structured feedback loops and the use of Zulip for project organization. Nik introduced a four-document system for project management, inspired by Palantir, aiming to streamline processes and ensure features are demoable. The team explored automation possibilities, the integration of feedback loops, and the development of a UI/UX app to support project workflows, focusing on improving user interaction and security features.

--- Long Summary ---
# Quick recap

The meeting revolved around enhancing project efficiency and security, with Mathieu, Max, and Nik discussing various initiatives. Mathieu highlighted the need for automation in multi-agent systems and the potential of application-level notifications for security proxies. Max emphasized the benefits of structured feedback loops and the use of Zulip for project organization. Nik introduced a four-document system for project management, inspired by Palantir, aiming to streamline proc...

--- Transcript Mentions of Michal ---


========== FILE: 3.json ==========

--- Short Summary ---
The meeting revolved around the integration of personal CRM features, with a focus on enhancing Daily Digest threads and resolving API key issues. Matthew and Jose discussed the challenges Jose faced with the LLM API key and the need for the correct key from the Light LLM dashboard. Matthew proposed using his API key to assist Jose, while also addressing the need for UX design improvements to handle real-time versus daily updates. Nick was tasked with tackling UX concerns, and a follow-up meeting with Max was planned to gather feedback on threading integration and UX design. Annik and Matthew agreed to hold a separate meeting to discuss project management documentation structure, with Max's insights considered valuable. The team also explored the integration of "hotness" and tagging into the Personal CRM, with Max providing a mockup direction and Matthew reviewing and merging the tagging API PR. Despite the progress, the team planned further discussions to refine the interaction between tagging and hotness and to finalize the project management document structure.

--- Long Summary ---
# Quick recap

The meeting revolved around the integration of personal CRM features, with a focus on enhancing Daily Digest threads and resolving API key issues. Matthew and Jose discussed the challenges Jose faced with the LLM API key and the need for the correct key from the Light LLM dashboard. Matthew proposed using his API key to assist Jose, while also addressing the need for UX design improvements to handle real-time versus daily updates. Nick was tasked with tackling UX concerns, and a f...

--- Transcript Mentions of Michal ---


========== FILE: 4.json ==========

--- Short Summary ---
The meeting centered on aligning project tasks with business objectives, particularly around Demo Day. Nik led the initiative to track proposals and feedback, ensuring alignment with business goals. Mathieu focused on pre-commit validation and CI/CD setup, exploring an installation wizard to streamline user onboarding. Jose worked on providing onboarding instructions and improving the onboarding script. Michal addressed external request issues and assisted with model deployment, while Angel finalized GLM for SITS and prepared for DeepSeq deployment, sharing prioritization tools. The team discussed feature development priorities, including Hotness, Personal CRM, and Security, with ongoing efforts to integrate Max's personal CRM into the monorepo. Implementation of a search index within the social graph was highlighted, with Nik and Jose emphasizing basic functionalities like the contact database and search index. Preparations for Demo Day involved discussing business objectives and assessing readiness, with key members like Quan and Sergei enhancing the demo's effectiveness. The onboarding process was identified as a key area for improvement, with Nik proposing an installation wizard and Jose suggesting a shell script to automate the setup process.

--- Long Summary ---
# Quick recap

The meeting centered on aligning project tasks with business objectives, particularly around Demo Day. Nik led the initiative to track proposals and feedback, ensuring alignment with business goals. Mathieu focused on pre-commit validation and CI/CD setup, exploring an installation wizard to streamline user onboarding. Jose worked on providing onboarding instructions and improving the onboarding script. Michal addressed external request issues and assisted with model deployment, w...

--- Transcript Mentions of Michal ---
[13] Nik: Did they say anything in the social?
Nik: No.
michal: Hello.
Nik: Hey, Michael, how are you?
Mathieu: Okay.
Mathieu: I would think Okay, so n normally it should be demo day.
Mathieu: Um but Nick, I'm opening the the door.
---
[14] Nik: No.
michal: Hello.
Nik: Hey, Michael, how are you?
Mathieu: Okay.
Mathieu: I would think Okay, so n normally it should be demo day.
Mathieu: Um but Nick, I'm opening the the door.
Mathieu: Do you want to go through the business objective and uh see how is everyone doing?
---
[97] Nik: So.
Nik: Yeah, I hope so.
Nik: So Michal, are there so we currently have a few things.
michal: Yeah.
Nik: I guess one thing would be just like adding contact to contactDB.
Nik: It's a pretty straightforward task, right?
Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.
---
[98] Nik: Yeah, I hope so.
Nik: So Michal, are there so we currently have a few things.
michal: Yeah.
Nik: I guess one thing would be just like adding contact to contactDB.
Nik: It's a pretty straightforward task, right?
Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.
Nik: Do you think that that would be good?
---
[104] Nik: Do you think that that would be good?
Nik: Because, like, on top of this, we can build an app right away, pretty much.
michal: Yeah, I agree.
Nik: Would that work?
michal: Take yeah, I can take it.
Nik: Cool.
Nik: Sounds good.
---
[106] michal: Yeah, I agree.
Nik: Would that work?
michal: Take yeah, I can take it.
Nik: Cool.
Nik: Sounds good.
Nik: Yeah, I think this is the best thing you can work on because you also worked on search index.
Nik: So I think this is perfect.
---
[118] Mathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good.
Mathieu: Yeah, that's it.
michal: Okay.
Nik: Yeah, so um another thing that I just wanted to mention kind of like on more on the global level uh is that we would like to have some sort of way to validate the ideas at least like ourselves as in like oh d is this actually going to be useful?
Nik: Is what I'm building gonna be useful and maybe the way we can do this is like uh once we build something maybe have a demo.
Nik: And like at least share it across the the team.
Nik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example.
---
[123] Nik: And like at least share it across the the team.
Nik: I mean we've already been kind

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|  Bash     Check timestamps and Michal mentions in 4.json and 5.json

--- 4.json ---
Timestamp: 2025-12-11T17:58:22.569318Z

--- Short Summary ---
The meeting centered on aligning project tasks with business objectives, particularly around Demo Day. Nik led the initiative to track proposals and feedback, ensuring alignment with business goals. Mathieu focused on pre-commit validation and CI/CD setup, exploring an installation wizard to streamline user onboarding. Jose worked on providing onboarding instructions and improving the onboarding script. Michal addressed external request issues and assisted with model deployment, while Angel finalized GLM for SITS and prepared for DeepSeq deployment, sharing prioritization tools. The team discussed feature development priorities, including Hotness, Personal CRM, and Security, with ongoing efforts to integrate Max's personal CRM into the monorepo. Implementation of a search index within the social graph was highlighted, with Nik and Jose emphasizing basic functionalities like the contact database and search index. Preparations for Demo Day involved discussing business objectives and assessing readiness, with key members like Quan and Sergei enhancing the demo's effectiveness. The onboarding process was identified as a key area for improvement, with Nik proposing an installation wizard and Jose suggesting a shell script to automate the setup process.

--- Transcript Mentions of Michal ---
[13] Nik: Did they say anything in the social?
Nik: No.
michal: Hello.
Nik: Hey, Michael, how are you?
Mathieu: Okay.
Mathieu: I would think Okay, so n normally it should be demo day.
Mathieu: Um but Nick, I'm opening the the door.
---
[14] Nik: No.
michal: Hello.
Nik: Hey, Michael, how are you?
Mathieu: Okay.
Mathieu: I would think Okay, so n normally it should be demo day.
Mathieu: Um but Nick, I'm opening the the door.
Mathieu: Do you want to go through the business objective and uh see how is everyone doing?
---
[97] Nik: So.
Nik: Yeah, I hope so.
Nik: So Michal, are there so we currently have a few things.
michal: Yeah.
Nik: I guess one thing would be just like adding contact to contactDB.
Nik: It's a pretty straightforward task, right?
Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.
---
[98] Nik: Yeah, I hope so.
Nik: So Michal, are there so we currently have a few things.
michal: Yeah.
Nik: I guess one thing would be just like adding contact to contactDB.
Nik: It's a pretty straightforward task, right?
Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it.
Nik: Do you think that that would be good?
---
[104] Nik: Do you think that that would be good?
Nik: Because, like, on top of this, we can build an app right away, pretty much.
michal: Yeah, I agree.
Nik: Would that work?
michal: Take yeah, I can take it.
Nik: Cool.
Nik: Sounds good.
---
[106] michal: Yeah, I agree.
Nik: Would that work?
michal: Take yeah, I can take it.
Nik: Cool.
Nik: Sounds good.
Nik: Yeah, I think this is the best thing you can work on because you also worked on search index.
Nik: So I think this is perfect.
---
[118] Mathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good.
Mathieu: Yeah, that's it.
michal: Okay.
Nik: Yeah, so um another thing that I just wanted to mention kind of like on more on the global level uh is that we would like to have some sort of way to validate the ideas at least like ourselves as in like oh d is this actually going to be useful?
Nik: Is what I'm building gonna be useful and maybe the way we can do this is like uh once we build something maybe have a demo.
Nik: And like at least share it across the the team.
Nik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example.
---
[123] Nik: And like at least share it across the the team.
Nik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example.
Nik: So for example, like search index could be uh or like not just searching index, but like the uh feature Michal is gonna be building is gonna be useful for um something like warm introductions or like searching across contacts in ContactDB.
Nik: Like second and first hop contacts.
Nik: And then for personal CRM, like it's kind of obvious.
Mathieu: Yeah.
Nik: But yeah, like maybe each tab would have its own kind of value.
---
[204] Mathieu: This is all the request log.
Mathieu: Uh I think I can oh, sorry.
michal: And Matthew, I d I don't think you are sharing the right window or the right screen.
Mathieu: Thank you for letting me know better, huh?
Mathieu: Okay, I don't know if you guys saw the video or what, but just wanted to make sure and to discuss, just to say where we want to go is let's say if I remove the rule of Apollo that is there.
Mathieu: I'm sorry, it's not really good.
Mathieu: A pay Apollo, ma'am, I go to contact DB.
---
[271] Mathieu: If none?
Mathieu: Okay.
michal: I like it this could this could w this could work work on our apps, but I wonder about requests coming from LibreChat, like web search.
Mathieu: That's about it for the demo.
Nik: Love it.
Mathieu: I think it will it will say the same pattern.
Mathieu: Maybe there won't be the HTTP header in intent, right?
---
[279] Mathieu: I don't know.
Mathieu: Say I think more the the docker labels because okay I'm sorry I'm um excited about that but let's let's go it in another way.
michal: Yeah.
Mathieu: I we are in control of the proxy API in the proxy API I do a docker resolution from the IP to the label actually I'm listing all the container To know all the IPs and to be able to match the name of the container to show the name instead of the IP.
Mathieu: That works.
Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some
Mathieu: more rules or label or stuff put in the container that then the API can request and see.
---
[284] Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some
Mathieu: more rules or label or stuff put in the container that then the API can request and see.
michal: Yeah.
Mathieu: Like at the same time, ah, it's this container.
Mathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that.
Mathieu: Or another path is today, as I say, we just have the connect with the host and the port, right?
Mathieu: To be able to see the request, we need to share the CA.
---
[293] Mathieu: We can extract the content, and from the content, maybe we can also do something more smarter, like it looks like something okay or not something okay.
Mathieu: Same a little bit like procedure when we analyze the LLM calls.
michal: Yeah.
Mathieu: Maybe there is a system that is more I mean, I was working on network and firewall stuff, like all the deep inspection, there is sometimes some scanner that indicates if the request is good or not good.
Mathieu: With some signature database, maybe something like that could help.
Mathieu: I don't know.
Mathieu: But we need the content.
---
[372] Mathieu: Meaning also, just to make sure everybody understand, if we add something into the precommit, we also need to add the related CI C D corresponding to the new pre commit we added, because it it won't do it by itself.
Mathieu: Um yeah, that's it.
michal: Mm-hmm.
Mathieu: And there is no pre-commit on the JavaScript code or TypeScript code.
Mathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same.
Mathieu: But my screen on this GS part is a little bit not great.
michal: I I have one s yeah, I I have one thing from my side.
---
[376] Mathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same.
Mathieu: But my screen on this GS part is a little bit not great.
michal: I I have one s yeah, I I have one thing from my side.
michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.
michal: Uh so I added that and also ingesting DMs.
michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
---
[377] Mathieu: But my screen on this GS part is a little bit not great.
michal: I I have one s yeah, I I have one thing from my side.
michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.
michal: Uh so I added that and also ingesting DMs.
michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
michal: Um uh and I have two two questions.
---
[378] michal: I I have one s yeah, I I have one thing from my side.
michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.
michal: Uh so I added that and also ingesting DMs.
michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
---
[379] michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel.
michal: Uh so I added that and also ingesting DMs.
michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
---
[380] michal: Uh so I added that and also ingesting DMs.
michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
---
[381] michal: Uh I can't demo because my local setup is broken at the moment.
michal: So sorry about that.
michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
---
[382] michal: So sorry about that.
michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
---
[383] michal: Um uh and I have two two questions.
michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
---
[384] michal: Uh like one is what what like what do we do with uh the personal meeting summary?
michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?
---
[385] michal: I kind of held off on that because I
michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?
Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.
---
[386] michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector.
michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?
Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.
Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds.
---
[387] michal: Uh like and also I'm like unsure.
michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?
Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.
Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds.
Nik: I feel like it's not going to be that difficult to implement.
---
[388] michal: if this is a priority for for us for now and where where that should where that should live.
michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him.
michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users?
Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it.
Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds.
Nik: I feel like it's not going to be that difficult to implement.
Nik: Just like a different structured output thing, right?
---
[397] Nik: I think we basically like, don't we have everything in place to basically give this to Jordan?
Nik: Well what what's the blocker here?
michal: I think we do.
michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this.
Mathieu: Um Yeah, I think it's just
michal: Like if all is good, I can maybe just sync with Jordan and get get him set up.
Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max.
---
[398] Nik: Well what what's the blocker here?
michal: I think we do.
michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this.
Mathieu: Um Yeah, I think it's just
michal: Like if all is good, I can maybe just sync with Jordan and get get him set up.
Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max.
Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product.
---
[400] michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this.
Mathieu: Um Yeah, I think it's just
michal: Like if all is good, I can maybe just sync with Jordan and get get him set up.
Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max.
Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product.
Nik: Mm-hmm.
Mathieu: But the priority, I think, is still max.
---
[467] Mathieu: Uh is anybody today have a Mac and can uh run the whole platform without problem?
Nik: I'm I'm using Yeah, so I guess okay, another approach would be.
Mathieu: Okay, Michal, you're on the Mac, okay.
Mathieu: Okay, so there is no problem uh with Docker, okay.
Nik: Is there a way for us I actually like I would have to check myself, but is there a way for us to store like an environment variable file uh with like the basic environment variables in one password?
Mathieu: Yeah, yes, that's what I'm saying.
Mathieu: We could share an environment file with the one password and we share the v this one with the team, so it's super easy.
---
[605] Jose: Bye.
Angel: I
michal: Okay.
Nik: Bye bye.
---
--- 5.json ---
Timestamp: 2025-12-11T15:55:22.830674Z

--- Short Summary ---
In the meeting, Nik and Mathieu discussed various aspects of ongoing projects. Nik shared progress on the UX validation for a story, collaborating with Anna to refine it further. They also explored the development of a separate application for calculating "hotness" in contact prioritization, integrating systems like ContactDB and personal CRM. Mathieu suggested using ContactDB as a central repository for managing these calculations. Additionally, the team planned to discuss the integration of hotness with existing applications and the potential need for a new API. Nik and Mathieu also focused on coordinating a meeting with Max to discuss feedback and project progress, including the development of personal CRM and hotness features. They highlighted the importance of treating Max as a client, ensuring his feedback is integrated effectively. The meeting also touched on the implementation of a data digest feature in the personal CRM, with Jose exploring its potential. Overall, the conversation revolved around refining project components and exploring technical solutions to enhance project outcomes.

--- Transcript Mentions of Michal ---
[699] Nik: Yes, yes.
Nik: The second thing is uh gosh, what was it?
Nik: So, what is Michal working on right now?
Nik: Search index?
Mathieu: Uh he was working on the search index, he said on task.
Mathieu: He was working on the MCP.
Mathieu: I don't know if it's landed yet on uh on internal AI.
---

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INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=started todoread
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=started skill
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-09T15:17:00 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-09T15:17:00 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-09T15:17:00 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-09T15:17:00 +12ms service=session.processor process
INFO  2026-01-09T15:17:00 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:17:00 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:17:00 +12ms service=bus type=session.status publishing
ERROR 2026-01-09T15:17:00 +834ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:00 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:04 +3705ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:04 +1ms service=bus type=message.part.updated publishing
ERROR 2026-01-09T15:17:05 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:05 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:07 +1787ms service=bus type=message.part.updated publishing
ERROR 2026-01-09T15:17:08 +1003ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:08 +1ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:08 +204ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +1ms service=bus type=file.edited publishing
INFO  2026-01-09T15:17:08 +0ms service=format file=/app/input/2.json formatting
INFO  2026-01-09T15:17:08 +1ms service=format name=zig ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=air ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=mix ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-09T15:17:08 +1ms service=format name=dart ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=biome ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/2.json read
INFO  2026-01-09T15:17:08 +0ms service=lsp file=/app/input/2.json touching file
INFO  2026-01-09T15:17:08 +4ms service=bus type=message.part.updated publishing
|  Write    app/input/2.json
INFO  2026-01-09T15:17:08 +217ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:08 +1ms service=bus type=file.edited publishing
INFO  2026-01-09T15:17:08 +0ms service=format file=/app/input/3.json formatting
INFO  2026-01-09T15:17:08 +0ms service=format name=zig ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=air ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=mix ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=dart ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-09T15:17:08 +0ms service=format name=biome ext=.json checking
INFO  2026-01-09T15:17:08 +1ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/3.json read
INFO  2026-01-09T15:17:08 +0ms service=lsp file=/app/input/3.json touching file
INFO  2026-01-09T15:17:08 +2ms service=bus type=message.part.updated publishing
|  Write    app/input/3.json
INFO  2026-01-09T15:17:09 +264ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +0ms service=bus type=file.edited publishing
INFO  2026-01-09T15:17:09 +0ms service=format file=/app/input/4.json formatting
INFO  2026-01-09T15:17:09 +0ms service=format name=zig ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=air ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-09T15:17:09 +1ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=mix ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=dart ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=biome ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/4.json read
INFO  2026-01-09T15:17:09 +0ms service=lsp file=/app/input/4.json touching file
INFO  2026-01-09T15:17:09 +5ms service=bus type=message.part.updated publishing
|  Write    app/input/4.json
INFO  2026-01-09T15:17:09 +68ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +1ms service=bus type=file.edited publishing
INFO  2026-01-09T15:17:09 +0ms service=format file=/app/input/5.json formatting
INFO  2026-01-09T15:17:09 +0ms service=format name=zig ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=uv format ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=terraform ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=standardrb ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=shfmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=ruff ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=rubocop ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=air ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=prettier ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=oxfmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=ocamlformat ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=nixfmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=mix ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=latexindent ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=ktlint ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=htmlbeautifier ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=gofmt ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=gleam ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=dart ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=clang-format ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=format name=biome ext=.json checking
INFO  2026-01-09T15:17:09 +0ms service=file.time sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo file=/app/input/5.json read
INFO  2026-01-09T15:17:09 +0ms service=lsp file=/app/input/5.json touching file
INFO  2026-01-09T15:17:09 +12ms service=bus type=message.part.updated publishing
|  Write    app/input/5.json
INFO  2026-01-09T15:17:09 +43ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:09 +2ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:09 +17ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:09 +0ms service=bus type=session.status publishing
INFO  2026-01-09T15:17:09 +1ms service=session.prompt step=14 sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo loop
INFO  2026-01-09T15:17:09 +26ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:09 +1ms service=bus type=session.updated publishing
INFO  2026-01-09T15:17:09 +1ms service=bus type=session.diff publishing
INFO  2026-01-09T15:17:09 +1ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:09 +0ms service=session.prompt status=started resolveTools
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started invalid
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started bash
INFO  2026-01-09T15:17:09 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-09T15:17:09 +1ms service=tool.registry status=started read
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started glob
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started grep
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started edit
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started write
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started task
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started webfetch
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started todowrite
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started todoread
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=started skill
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 read
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 glob
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 grep
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 edit
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 write
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 webfetch
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 todowrite
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=0 todoread
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=1 bash
INFO  2026-01-09T15:17:09 +1ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-09T15:17:09 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-09T15:17:09 +2ms service=session.prompt status=completed duration=4 resolveTools
INFO  2026-01-09T15:17:09 +9ms service=session.processor process
INFO  2026-01-09T15:17:09 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:17:09 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:17:09 +15ms service=bus type=session.status publishing
ERROR 2026-01-09T15:17:09 +290ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:09 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:12 +3201ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:12 +1ms service=bus type=message.part.updated publishing
ERROR 2026-01-09T15:17:13 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:13 +0ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:14 +138ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +31ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +3ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +4ms service=bash-tool arg=print_transcript.py resolved=/app/input/print_transcript.py resolved path
INFO  2026-01-09T15:17:14 +10ms service=bash-tool arg=analyze.py resolved=/app/input/analyze.py resolved path
INFO  2026-01-09T15:17:14 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +0ms service=bash-tool arg=check_4_5.py resolved=/app/input/check_4_5.py resolved path
INFO  2026-01-09T15:17:14 +8ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +11ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:14 +1ms service=bus type=message.updated publishing
|  Bash     Remove temporary scripts
INFO  2026-01-09T15:17:14 +4ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:14 +1ms service=bus type=session.status publishing
INFO  2026-01-09T15:17:14 +0ms service=session.prompt step=15 sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo loop
INFO  2026-01-09T15:17:14 +32ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:14 +1ms service=bus type=session.updated publishing
INFO  2026-01-09T15:17:14 +1ms service=bus type=session.diff publishing
INFO  2026-01-09T15:17:14 +2ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:14 +1ms service=session.prompt status=started resolveTools
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started invalid
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started bash
INFO  2026-01-09T15:17:14 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell
INFO  2026-01-09T15:17:14 +1ms service=tool.registry status=started read
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started glob
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started grep
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started edit
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started write
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started task
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started webfetch
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started todowrite
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started todoread
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=started skill
INFO  2026-01-09T15:17:14 +1ms service=tool.registry status=completed duration=1 invalid
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 read
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 glob
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 grep
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 edit
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 write
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 webfetch
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 todowrite
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 todoread
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=2 bash
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 skill
INFO  2026-01-09T15:17:14 +0ms service=tool.registry status=completed duration=1 task
INFO  2026-01-09T15:17:14 +3ms service=session.prompt status=completed duration=5 resolveTools
INFO  2026-01-09T15:17:14 +4ms service=session.processor process
INFO  2026-01-09T15:17:14 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build stream
INFO  2026-01-09T15:17:14 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params
INFO  2026-01-09T15:17:14 +14ms service=bus type=session.status publishing
ERROR 2026-01-09T15:17:15 +846ms service=acp-command promise={} reason=NotFoundError Unhandled rejection
ERROR 2026-01-09T15:17:15 +1ms service=default e=NotFoundError rejection
INFO  2026-01-09T15:17:17 +2434ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:17 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:17 +0ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:17 +75ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:17 +367ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +394ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +39ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +41ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +2ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +1ms service=bus type=message.part.updated publishing
INFO  2026-01-09T15:17:18 +0ms service=bus type=message.updated publishing

The action items for Michal have been extracted from the meeting transcripts and saved to the corresponding JSON files (`1.json` through `5.json`) in the current directory.

**Summary of extracted items:**

*   **1.json**:
    *   Change Contact DB ingestion to include all information from Contact DB in the chunk.
    *   Implement personal meeting summary.
*   **4.json**:
    *   Add contact data entity to ContactDB and enable ingestion into Data Index for search.
    *   Sync with Jordan and set him up with the project.
*   **2.json, 3.json, 5.json**: No action items found for Michal.

Each file follows the required JSON schema with `action_item` and `deadline` fields.

INFO  2026-01-09T15:17:18 +16ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:18 +0ms service=bus type=session.status publishing
INFO  2026-01-09T15:17:18 +0ms service=session.prompt step=16 sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo loop
INFO  2026-01-09T15:17:18 +30ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:18 +2ms service=bus type=message.updated publishing
INFO  2026-01-09T15:17:18 +1ms service=bus type=session.updated publishing
INFO  2026-01-09T15:17:18 +1ms service=bus type=session.diff publishing
INFO  2026-01-09T15:17:18 +1ms service=session.prompt sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo exiting loop
INFO  2026-01-09T15:17:18 +1ms service=session.compaction pruning
INFO  2026-01-09T15:17:18 +1ms service=session.prompt sessionID=ses_45cac9bfeffeyNi12c0PO1lQOo cancel
INFO  2026-01-09T15:17:18 +0ms service=bus type=session.status publishing
INFO  2026-01-09T15:17:18 +0ms service=bus type=session.idle publishing
INFO  2026-01-09T15:17:18 +8ms service=default directory=/app/input disposing instance
INFO  2026-01-09T15:17:18 +0ms service=state key=/app/input waiting for state disposal to complete
INFO  2026-01-09T15:17:18 +2ms service=lsp.client serverID=pyright shutting down
INFO  2026-01-09T15:17:18 +1ms service=lsp.client serverID=pyright shutdown
INFO  2026-01-09T15:17:18 +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.