/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_20260110_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: 7256ab90 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 349 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 2026-01-10T15:11:51 +511ms service=default version=1.0.212 args=["run","--print-logs"] opencode INFO 2026-01-10T15:11:51 +2ms service=default directory=/app/input creating instance INFO 2026-01-10T15:11:51 +1ms service=project directory=/app/input fromDirectory INFO 2026-01-10T15:11:51 +15ms service=storage index=0 running migration ERROR 2026-01-10T15:11:51 +4ms service=storage index=0 failed to run migration INFO 2026-01-10T15:11:51 +0ms service=storage index=1 running migration INFO 2026-01-10T15:11:51 +11ms service=default directory=/app/input bootstrapping INFO 2026-01-10T15:11:51 +8ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2026-01-10T15:11:52 +47ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2026-01-10T15:11:52 +3ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2026-01-10T15:11:52 +9ms 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 2026-01-10T15:11:52 +347ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed @opencode-ai/plugin@1.0.212 3 packages installed [331.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2026-01-10T15:11:52 +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 2026-01-10T15:11:52 +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 2026-01-10T15:11:52 +8ms service=plugin path=opencode-copilot-auth@0.0.9 loading plugin INFO 2026-01-10T15:11:52 +4ms service=bun pkg=opencode-copilot-auth version=0.0.9 installing package using Bun's default registry resolution INFO 2026-01-10T15:11:52 +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 2026-01-10T15:11:52 +96ms service=bun code=0 stdout=bun add v1.3.5 (1e86cebd) installed opencode-copilot-auth@0.0.9 1 package installed [90.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2026-01-10T15:11:52 +4ms service=plugin path=opencode-anthropic-auth@0.0.5 loading plugin INFO 2026-01-10T15:11:52 +0ms service=bun pkg=opencode-anthropic-auth version=0.0.5 installing package using Bun's default registry resolution INFO 2026-01-10T15:11:52 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.5"] cwd=/home/cubbi/.cache/opencode running INFO 2026-01-10T15:11:52 +462ms 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 [452.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2026-01-10T15:11:53 +31ms service=bus type=* subscribing INFO 2026-01-10T15:11:53 +1ms service=bus type=session.updated subscribing INFO 2026-01-10T15:11:53 +0ms 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glob INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-10T15:12:00 +1ms service=tool.registry status=completed duration=2 skill INFO 2026-01-10T15:12:00 +0ms service=tool.registry status=completed duration=2 task INFO 2026-01-10T15:12:00 +3ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-10T15:12:00 +23ms service=session.processor process INFO 2026-01-10T15:12:00 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:12:00 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:12:00 +9ms service=bus type=session.status publishing ERROR 2026-01-10T15:12:00 +762ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:12:00 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:12:03 +2548ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:03 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:03 +17ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:03 +17ms service=bus type=message.part.updated publishing INFO 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2026-01-10T15:12:37 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:37 +1ms service=bus type=message.updated publishing |  Bash Search for Michal and variations in all JSON files /app/input/1.json: "transcript": "Nik: Hey Igor, what's up?\nNik: Hey, Michal, how are you?\nmichal: I'm good.\nmichal: I'm good.\nNik: Good to hear.\nIgor: Joseph.\nNik: Hey Jose, how are you?\nJose: Hey there.\nJose: Can you hear me?\nNik: Yes.\nIgor: Yeah.\nNik: I'm adjusted being Matt to you.\nNik: Matthew.\nNik: I don't know if Juan is gonna be coming.\nNik: He was online 59 minutes ago.\nNik: I'm not sure if he's available.\nNik: Oh, he I think he's he posted something on yeah, so he is sick today.\nNik: So yeah let me just also do Hey everyone.\nMathieu: Yeah, sorry.\nMathieu: Let's go.\nMathieu: How do we start this one?\nNik: I guess we can start with the updates and then move to the project management stuff if that works for you guys.\nMathieu: Yep, you just change something with your MIC gain.\nmichal: It gets it gets very loud.\nNik: Oh sorry, oh oh, I see.\nNik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic.\nMathieu: Thank you for the string so here.\nNik: I'm sorry.\nNik: I didn't mean to do that.\nMathieu: I will go first very fast.\nMathieu: We got a meeting with Nick on Friday to confirm some stuff with Max.\nMathieu: On the part that concern my part is we want to have a way in the internal AI project to whitelist or blacklist some domain.\nMathieu: So I did an experimentation with the script proxy where you capture every request and you have a web interface.\nMathieu: So I showed that last week.\nMathieu: Um this is good enough for Max to to use the platform, therefore I'm going to fix uh to to make the the Vibecode uh better, uh like from scratch almost.\nMathieu: Uh just Squid proxy cannot handle anything else than HTTPS and in Data Index we connect through EMAP to get the email.\nMathieu: So the solution doesn't work, but the\nMathieu: principles stay and the web uh UI stay, etc.\nMathieu: So It's just a matter of moving from Squid proxy to a SOX proxy.\nMathieu: I already did some analysis.\nMathieu: There is none that support SEL the way we want.\nMathieu: So Claude gave me a tiny implementation that fits just our case.\nMathieu: I'm going to double check that if there is not an open source solution easy to use instead.\nMathieu: I did the review of your tag, Nikita.\nMathieu: I think the pull request might be an merge.\nMathieu: Uh I will double check and uh I was uh I was late because I was on the Miral uh data index uh contact DB injection.\nNik: Oh.\nNik: Don't worry.\nMathieu: Uh that's it.\nMathieu: Uh that's for me.\nMathieu: Next one.\nMathieu: Under me I have Igor.\nMathieu: I have Igor.\nNik: Yeah, I'm gonna go last, just just so so you know.\nAngel: It can go outcome.\nIgor: Okay, uh so what's uh the main thing on me was and still is uh the documentation uh for Reflector.\nIgor: Uh this there's a big part of documentation which is an initial installation uh that I have uh performed.\nIgor: Uh I think I already uh reported about uh what exactly it entails.\nIgor: Uh uh separate accounts for everything, separate uh EC two f Etc.\nIgor: and installation from scratch as a first-time user.\nIgor: And besides that, there are other documentation files that are need tending because I didn't check the rest of them that are written by Ella.\nIgor: So I need to review and refine those.\nIgor: Yeah.\nIgor: And Matthio, I am waiting for your PR, uh review uh if you haven't uh sent it yet.\nMathieu: Yeah, I I need to to do it again because I I spend time but uh I didn't realize that was only one part of the documentation.\nMathieu: To me feels\nMathieu: weird to publish a website where like some page is just completely wrong.\nMathieu: So I know like we should consider the doc as something public, not just hey, don't look at anything, just look at the installation part, and then I need to be there to explain to the to the person different time zone, like hey, no, this is should Be like that.\nMathieu: This is what we do, et cetera.\nMathieu: It's like around if you remove the installation, the rest which give context on the project is not there yet.\nMathieu: So I feel it goes together.\nIgor: Yeah yeah, I should have uh so uh from my side I should have uh explicitly mentioned uh uh you that look only at the installation part that's uh that's true.\nMathieu: So I will spend time to to to reduce uh the review.\nMathieu: I started, but not not fully, and I think I didn't send uh the review yet because it was incomplete.\nIgor: Yeah, okay.\nMathieu: Okay.\nMathieu: Thank you.\nIgor: Uh from uh from my side another part uh I um for a long time I encountered uh Usability inconveniences in reflector and I have something to present to improve observability and retriability of the processes.\nIgor: Not sure if we want to do it here.\nIgor: So I can I I can do later in a another call.\nIgor: Let's have it actually.\nIgor: Okay.\nMathieu: Yeah, let's do the update and maybe we need a a reflector meeting.\nIgor: Yeah, yeah, yeah.\nMathieu: Maybe not the internal app.\nIgor: I would love to present something there.\nMathieu: Okay.\nIgor: Right.\nmichal: I can go next.\nmichal: So my change is my change is now the contact DB now that data index can index contacts from contact DB.\nmichal: And we are also ingesting this for search.\nmichal: We are creating chunks.\nmichal: It detects edits.\nmichal: merges and and\nmichal: deletions and updates the the the chunks according accordingly.\nmichal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling?\nmichal: That's a question for me.\nMathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity.\nMathieu: Do you do the enrichment part too?\nmichal: And no, no.\nmichal: I can do that if that's that's needed.\nMathieu: I b b because otherwise it will I feel it will be super limited, right?\nMathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all.\nMathieu: Therefore, I would say enrichment data and I as a minimum.\nMathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here.\nNik: No, I think uh you're right that we should definitely include a Apollo search.\nNik: Oh, well, yeah, enrichment.\nNik: But I feel like ideally like whatever we kind of integrate in like whatever enrichment we integrate whatever like information we have about the contact, we should like also include it in the uh search index.\nNik: Because ultimately, you know, like we want to use all the information about the\nNik: contact possible, except for, I guess, posts for now, because it's unclear how we're gonna work with the posts.\nNik: But yeah, I mean, the way it would work is, I think, like, we can basically just use search index for requesting, like, making queries tied to, like, say, podcasts or.\nMathieu: Well the Okay, as for um no no no no no that that's my point like um I see the injection, I don't see how it will help for for the initial uh request, like why we did the injection.\nNik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format.\nNik: So like that was the MVP for like in my view for now.\nmichal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk.\nNik: Yeah.\nNik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too.\nNik: It's it's fine.\nMathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done.\nMathieu: That's what I was thinking, enrichment data.\nMathieu: I you talk about um the the little document and tweet attach.\nMathieu: It's maybe something like Miral doesn't fully know or understand this part because ah okay okay okay but it is I it's not attached to contact, but the way uh Miral, uh tell me if I'm wrong.\nNik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing.\nMathieu: API documents is uh indexed by search index, right?\nmichal: Uh APA documents.\nmichal: I I don't think so.\nmichal: I haven't written an uh a chunk a chunk a chunker for that.\nMathieu: Ah okay, okay, so maybe not.\nNik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job.\nNik: Well I mean I got a new job is a good post.\nNik: Maybe it could be informative but like there's gonna be a lot of spam there too.\nNik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much.\nNik: I think we would have to uh come up with a more complex pipeline to filter out those posts first.\nNik: And I feel like for the MVP that would be an overkill.\nMathieu: Mm-hmm.\nNik: So maybe we should start with building an MVP first, just to see like if if this is something that's useful.\nMathieu: Okay.\nMathieu: Okay.\nmichal: Is is the entity type oh sorry, a quick question.\nMathieu: As for sorry.\nmichal: Is the entity type of API document a document entity?\nMathieu: Ah, yes.\nmichal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity.\nNik: Yeah.\nNik: That would make sense, yeah.\nMathieu: So something to look at, because as you say, there is a lot of spam when you run social graph.\nMathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right?\nMathieu: Or the document coming from Social Graph.\nMathieu: Yeah, except saying I don't want API\nMathieu: document.\nNik: As a side note, I also wanted to mention that this could be useful for Creatrix as well, because if we have search index for Creatrix, I mean like we can use data index in Creatrix, right?\nMathieu: Okay.\nNik: Like it's not like a proprietary product or anything.\nNik: So this is a way for us to start deploying our foundational tools in real life projects, which is exactly the point of why we're building this.\nMathieu: Mm-hmm.\nNik: And I think this would be used in Creatrix in a way that, like, well, I mean, in Creatrix, it's not that important whether we have a first hop connection, second hop connection, like some random connection in general.\nNik: We just want to search across contexts very easily.\nNik: And so I feel like that could, I mean, we don't know what the prod the end product is going to be.\nNik: We haven't had a conversation, but I feel like there it will be an important component.\nNik: So this is super useful.\nMathieu: And the other things that you were saying, Miral, about um meeting, um uh personal meeting summary.\nMathieu: I still have the sensation that y it cannot be in reflector by design, uh as being open source and uh and being online and then what all of the sudden yeah, go ahead.\nNik: Can it just be a webhook?\nNik: Like, we already have the reflector webhook and we can have like an NAA flow.\nNik: I mean, Sergei has already built something like that.\nNik: I mean, we can make it more complex in a way that like we can have a more complex flow.\nNik: We can call the personal summary API as opposed to just a regular one with like, oh, contact ID is not available in reflector, right?\nMathieu: Uh I\nNik: Or I guess, no, it\nNik: is available now.\nMathieu: Yeah, exactly.\nMathieu: I I feel like all of this is uh one if I understand Sergei did um did a little uh demo.\nMathieu: We need to validate if this is going to be uh good or not.\nMathieu: If it is and we want to implement it, then it can be built on top of the internal AI data index because this is him that uh i this is the stuff that we didn't just reflector.\nMathieu: We can have a webhook here, something like that index could have webhook that is linked to another app and or just triggers a thing is meeting prep.\nMathieu: Good enough, right?\nMathieu: Or meeting prep can have also its own ingestion system.\nMathieu: Just is there any new meeting?\nNik: I think so there are like two user stories inside of one, sort of.\nNik: I mean, maybe sub user stories, so to speak, because we had personal summary, which is just like a reflector like summary, but personalized, and we also have an action item list, which is sent to you via DM.\nNik: And so these are two different flows, in my opinion.\nNik: Not different flows, but like they're slightly different.\nNik: Uh and maybe they're gonna be like outputted in different ways, but I feel like personal summer summary is gonna be like a cent centralized kind of thing for all these kind of different personal summaries.\nNik: Maybe we could like even get the user to set the prompt, but I don't know yet.\nNik: Uh it depends on like how many use cases we have.\nMathieu: To me, I don't think it's it feels the same to me in a way that on one way you have reflector with action item or decision stuff that is just from the meeting and the other on the personal\nMathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context.\nNik: Well, I mean, uh what I'm saying I guess maybe, maybe.\nmichal: Yeah.\nNik: Or maybe you could have like a check check mark, like send this to my DM as well or something.\nNik: I don't know.\nNik: But yeah, depends.\nNik: Depends.\nMathieu: Yeah, yeah, okay.\nMathieu: Well, let let's validate first.\nNik: Yeah.\nMathieu: Yeah.\nNik: I think, yeah, I think like ultimately it's all gonna live in personal summary, anyways.\nNik: So that's the main point.\nMathieu: And so one of the questions of Nihal that maybe we should just act today is where does the per personal summary live?\nMathieu: I have only one constraint here is the personal summary should be accessible in Data Index two.\nMathieu: Okay.\nMathieu: So it will be whatever we do the first one that will generate content that is back into data index.\nMathieu: And then there is a question about You have the meeting from reflector and you have the meeting personalized on onto it.\nMathieu: Um yeah, that's it.\nMathieu: Um yeah.\nNik: Should it be associated with the meeting itself?\nNik: Like, is there going to be a relationship?\nNik: Okay, cool.\nMathieu: We we have parent ID uh approach on that index.\nMathieu: So um it can be uh it can be like we push a new meeting, but the parent ID was the one uh from reflector.\nNik: Do we store transcripts as well?\nMathieu: That is uh good enough.\nMathieu: Yep.\nMathieu: It has everything.\nMathieu: It has a full transcript in WebVTT with a person attached and\nMathieu: it has uh the summary long and short.\nmichal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity.\nMathieu: Work on top of that.\nMathieu: Uh edit is a thing that on data index we don't have at all.\nMathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder.\nmichal: Mm-hmm.\nMathieu: Let's see if we need uh that or not.\nMathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index.\nmichal: Okay.\nMathieu: Okay, do we want visualization?\nMathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever.\nMathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate.\nMathieu: If that is good enough, then yeah, we don't need the big things here.\nMathieu: Okay.\nmichal: Oh okay.\nMathieu: Next one.\nAngel: Hello.\nAngel: Well, hello guys.\nMathieu: Ronald.\nAngel: But today currently we have the big models working.\nAngel: Let me show you very quick.\nMathieu: Yeah.\nAngel: Okay, well, currently we have step sick three two.\nAngel: Yeah, it's working.\nAngel: It's it looks fast, but maybe I want to take a look to the real performance of this.\nAngel: Yeah, currently it is w working as um or using the spot uh spot pricing because yeah, you know, an hour of this is is well\nAngel: m eight dollars, but using it the insert that we need for that on demand, it's tearing.\nAngel: So uh if we want to test, it's it's a good idea to to use initially spot while we select one of the big models or I don't know two of them, or both of them, to work because, yeah, it it it's it's expensive, um but it they are working and we have well, you know how to deploy and uh deploy them if you want to uh and take a look.\nAngel: Um yeah, today apart from that, I'm going to work um in some improvements in the uh provisioning framework because yeah, it's a pending task uh that has had been the prod the precise the productized set.\nAngel: Uh yeah, basically that is my my update.\nMathieu: Do we have a GLM 4.5 air running on B300 constantly?\nMathieu: Or is it still B200?\nAngel: Sorry, sorry, Matthew, which No, currently, no.\nMathieu: Do we have the G I will write it because maybe my English accent.\nMathieu: Sorry, GLM 4.5 Air.\nMathieu: Is it running on B300 all the time?\nAngel: Currently, the only model that is working is forty-five air, the well, the the the two mhm.\nMathieu: Okay.\nMathieu: Yes.\nAngel: Yeah, but we have to or we should choose choose one of these to to to work.\nMathieu: Okay.\nMathieu: F f yeah, from what I I understand is the air version available all the time, the four dot six full version available just more in a shorter amount of time.\nAngel: Okay.\nAngel: Well, it's because Currently we have this.\nAngel: Uh we have been using this during some months.\nAngel: We have um let me check.\nAngel: No, I'm gonna share again.\nAngel: Sorry.\nAngel: Uh let me let me check.\nNik: Are we using quantized versions of these or no?\nMathieu: What, Nick?\nNik: Are we\nNik: using like quantized versions of these?\nNik: I as in like not even quantized, but like what's the quantization there?\nAngel: Okay we have well I'm not sure about that part but we we can I can take a look okay well yeah I I'm gonna check well we are using this one in in dev environment basically this is the Model that is running constantly.\nMathieu: Jerhal, Alhal.\nMathieu: Jeral, do you know?\nNik: I wonder I wonder if we can like use a lower quantization model so it like doesn't require as much compute.\nMathieu: Uh okay.\nAngel: But we could promote.\nAngel: Let me show you.\nAngel: We have this one now.\nAngel: We have this one.\nAngel: Some of them I'm going to work today as well in some of them to the provision aid them because they are updated.\nAngel: We have this one and this.\nAngel: is that uh Danil word and it use let me check it use um for this this this kind of instance to to run so if we promote this uh well you know we we will have to use uh more money to for the model and Mm.\nMathieu: That\nmax: Wait, wha why does the four point five Air use four B two hundreds?\nmax: That's a shit ton of space.\nAngel: Sorry, sorry Mats.\nAngel: What is the question?\nmax: Wha why?\nmax: Like like w why is it that Daniel's version of the Air model needs four times the VRAM?\nAngel: Ah, well well, I I I asked him about that, but it told me that we needed that kind of of GPU process to work with them.\nmax: Why, yeah, but why?\nAngel: Mm well, I I'm not sure much really.\nAngel: I'm not sure.\nmax: I think that's a pretty important, but\nAngel: It uses more it uses more it uses more memories, right?\nAngel: But I I don't understand\nAngel: really why it it Mhm.\nmax: that doesn't that doesn't make any sense to me, like intuitively.\nmax: Why would that be the case?\nMathieu: Well what I remember what I remember from uh the experimentation with Mirad is like on the uh the memory required to have full context and multiple person we require more the more card.\nAngel: Yeah, it it's it's it's strange, but it uses more.\nMathieu: Otherwise you will just uh use full memory and then it's blocked.\nmichal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context.\nMathieu: Doesn't work.\nmichal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something.\nmax: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right?\nmichal: Um can't remember from the top of my head.\nAngel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine.\nAngel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah.\nmichal: Like it doesn't it it doesn't start at at all.\nmax: But yeah, but Hang on, hang on, hang on.\nmichal: It doesn't generate any any answers.\nmax: I don't feel like we have reached a satisfactory conclusion to this conversation.\nmax: Right?\nmax: Like the AIR model uses about 100 gigs of VRAM.\nAngel: Mm-hmm.\nmax: The B200, a single instance,\nMathieu: Here, yeah,\nMathieu: Max.\nmax: I'm looking at it right now.\nmax: The B200 in a single instance uses 180 gigs of VRAM.\nMathieu: Yeah, but here, when when on the VRAM calculator, if I have a context of 124, it works on 1B200.\nmax: Yeah.\nmax: Yeah.\nmax: Yeah.\nMathieu: The problem we have when Miral was also trying to push the context and we were having in LibreChat like why at some point it was blocking.\nAngel: Mm-hmm.\nmax: Yeah.\nMathieu: Here you can feel like ah this is about what 11,000 or something and then boom your your first card is full of memory.\nMathieu: So you need a second card.\nNik: But hold up hold on, Matthew, we we're not looking at the right model, I think, because I I think I saw FP eight precision uh on GLM four point nine five a yeah, but oh Q8, okay.\nMathieu: Yes.\nMathieu: I am 4.5 Q8 quantization.\nNik: Oh, okay, sorry, I wasn't looking I I was looking at K V cache quantization.\nmax: But it it it does the why would the KV cache be using double the precision of the inference quantization?\nmichal: Yeah, what about the key because\nMathieu: Yeah, no, okay, okay, Evan.\nMathieu: Okay, I put a little bit d down.\nMathieu: It just what you were saying why for CAR, you want full context, one user, full context of the stuff you need.\nMathieu: Four card.\nmax: Okay.\nMathieu: And you have only one user.\nMathieu: As soon as you you batch or you have uh like two users of with full, still doesn't work.\nMathieu: Uh how many?\nMathieu: Okay, with six card, you can have two user full context.\nmax: All right, I need to\nMathieu: But the way the way it works with V I think uh not VLLM, but the uh where VLLM is the same is like if there is a request coming and it cannot\nMathieu: do it, it will just buy uh queue it, so you wait.\nMathieu: But if we want to run full context with this model, we need Rockard.\nmax: um what the fuck um It's just very surprising to me, I guess, that that's the case.\nmax: But then okay, so I mean, realistically, I don't think the air is gonna perform very well on 100K cache, sorry, 100K context window sizes.\nmax: What is it at 64K?\nMathieu: Mm-hmm.\nmax: Is it can you show me?\nmax: Okay, we're still talking more than two.\nMathieu: Ricardo.\nmax: Interesting.\nmax: And and what is it what is it, a thirty-two K?\nmax: Okay.\nMathieu: One is insufficient, two is required.\nmax: Interesting.\nmax: Interesting.\nmax: Okay.\nmax: And then uh a single B three hundred, is it enough?\nMathieu: I don't see that what I was trying to look here, but it's not on the list any.\nmax: Well, we can just use our brains, right?\nmax: 264 gigs versus what's a B300?\nmax: 288.\nMathieu: I don't know which costs less.\nmax: Yeah, it would fit on a so a 32K cache would work on a on a single B300.\nmax: Um without right.\nMathieu: Myself.\nmax: Um it would just just work.\nmax: Um okay that uh I guess I guess uh that's good to know.\nmax: Um the single B3 B200 is what, like five dollars an hour B300?\nmax: Hmm.\nmax: Um and oh it looks like they don't have they don't have the option of getting two H200s anymore.\nmax: Seems like computer's in high demand.\nmax: Okay.\nmax: Sorry for breaking in on this.\nmax: It's just that number raised my head.\nAngel: Oh it's it's yeah, it's important.\nAngel: So we have this option, maybe maybe doing the the changes in the maybe two or one, e two hundred or yeah, the different options.\nAngel: But we have as well the GLM four seats, but it will use you know\nAngel: more GPU, but uh I worked in the spot type of of instances.\nAngel: The same for the DeepSeek one because it uses eight GPUs.\nAngel: So maybe with them we can use spot instances to have maybe one of them or both of them and use uh the other small uh model working all the time.\nAngel: And the spot may be in business hours initially.\nAngel: I don't know if you agree on that, guys.\nAngel: To to start to to use it because yeah, we have a a bunch of models, but we are not using really the all of them.\nMathieu: Yep.\nAngel: And uh oh go on, Matthew.\nMathieu: I think the problem is about how how as a team, like, okay, there is a new model, um, how much time do we have to try it on what task and how do we evaluate?\nMathieu: Right, because like not all the projects have have evaluation and again is it's also about the time, so I think like how yeah, it's it's a little bit unclear that because also it's a it's a big risk to say hey let's move uh this project to use this model and see how it goes and then the model you decide to uh remove it.\nMathieu: So even if light LLM also have the way to have a fallback is like, okay, let's make the smart model use this one.\nMathieu: But if like on internal AI project or other project we start to move to a model that have some bugs, it can also have some friction of the experience.\nMathieu: So it's a little bit unclear how as an organization we can allocate some time to try models and feel like, hey, it's better or not for my project or not.\nAngel: Yeah, maybe maybe w well we can\nAngel: have in the team in the different modules that we are working uh some kind of spark task uh or yeah, some n P O C to check, okay, with this model uh it has a better b better performance or something like that.\nAngel: And we can use initially this the on-demand instances to to evaluate that.\nAngel: It's only Yeah, but it's good to have options.\nMathieu: But I I feel at the minimum, uh when you have one, you can pick me and I can add it into the evaluation uh system and maybe also there uh we could try all of our own on the task we do in internal AI, try to make a replica into the evaluation uh the common uh evaluation system.\nMathieu: Um yeah.\nMathieu: That's about it.\nAngel: But yeah, we have to use it.\nMathieu: Yeah.\nAngel: Thank you guys.\nNik: Out of curiosity, why aren't we using like int precision, for example, or like just lower precision?\nNik: Is it the performance significantly worse?\nNik: Because that would save a lot of compute.\nMathieu: Yeah, but uh it's back on the same and what Max tells us from a long time is uh without evaluation or do you know?\nMathieu: As like, okay, let's run one that uh is uh less uh A lot of contributions and it costs less, but how does it impact you on your tasks?\nMathieu: Are we making it the default?\nMathieu: And it's it's unclear.\nMathieu: That's why we need evaluation.\nNik: Well, the the first thing the first thing I would do is like not even uh look at our evaluations, but like j the general o performance comparisons, like the general metrics.\nNik: Uh like I would look at the original paper of uh the model and di its different quantizations, or maybe like a leaderboard on hugging pace\nNik: uh for different quantizations and compare those.\nNik: I think that would be a decent enough metric for us to tell whether this is worth it or not.\nNik: And then we can all, of course, like perform an evaluation.\nmichal: There is there there is a s small issue of uh compatibility of different quantization methods with uh fast inference engines like VLLM and SGLUNC.\nMathieu: With it?\nmichal: Like uh I think it's it's the GGUF, the most popular one, uh like world works seamlessly only with uh Lama CPP, which is pretty 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type=message.part.updated publishing INFO 2026-01-10T15:12:57 +13ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:57 +34ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:57 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:12:57 +1ms service=bus type=message.updated publishing |  Bash Run the analysis script to find Michal's tasks === 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 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. # Summary **Updates and Project Management Discussions** In a recent meeting, Nik proposed a structured meeting format starting with updates, followed by project management discussions, and introduced a new project management template to improve project tracking and feedback. Matthew highlighted the need for a structured evaluation process for language models, emphasizing the importance of sharing findings to enhance decision-making. Security concerns were raised by Matthew regarding the Codify application, with Max emphasizing the need to differentiate between critical and non-critical issues. The team discussed an RCE vulnerability in the Codify application's Reflector frontend, with Max and Mathieu agreeing on the urgency of addressing it. Mathieu suggested adopting Docker best practices and using OP run to enhance security, while Max recommended treating all systems as potential threats. Trivy was discussed as a tool for observability on security issues, with Mathieu proposing automation to filter critical issues. Nik suggested a Claude code template to improve developer experience with predefined security rules, and Mathieu committed to preparing a presentation on security best practices. Decisions included adopting Nik���s template for feedback, Igor addressing the RCE vulnerability, and Mathieu delivering a security presentation. Unresolved issues included establishing a comprehensive security process and clarifying the inclusion of human judgment tasks in LLM evaluations. **AI Project Domain Whitelisting/Blacklisting** The AI project is focused on enhancing security through domain whitelisting and blacklisting, involving a transition from a Squid proxy to a SOX proxy to better handle HTTPS and meet project needs. Mathieu is tasked with redeveloping the Vibecode solution to integrate the new proxy and support necessary security features, while also exploring open-source alternatives. Max is responsible for organizing an all-hands meeting to audit development environments and discuss security practices within the next week. Additionally, Mathieu and Max are to develop a systematic process for prioritizing and addressing security vulnerabilities, which will be presented at the next meeting. Unresolved issues include the need for further discussion on specific security protocols and resource allocation to effectively address vulnerabilities. **Documentation and Reflector Usability** The discussion focused on enhancing the documentation and usability of the Reflector. Igor and Mathieu highlighted the need for comprehensive and accurate documentation, with Igor working on refining the installation guides and Mathieu aiming to reduce the review workload. They agreed on a dedicated meeting to address usability improvements, with Igor preparing a presentation on observability and retriability enhancements. Additionally, the team, including Nik and Mathieu, discussed improving the developer experience by implementing a Claude code template with security rules and integrating human evaluation in LLM evaluations. They emphasized the importance of human oversight in assessing LLM outputs and agreed on documenting the evaluation process. Future discussions will explore guidelines for human evaluators and automating parts of the evaluation process. **Meeting Summaries and Personalization** The meeting focused on integrating personalized meeting summaries into existing systems, with particular attention to tailoring content for individual users based on their preferences. Key technical discussions revolved around the necessity for comprehensive data indexing and the inclusion of enrichment data to enhance search capabilities. Challenges included integrating these summaries into Reflector, an open-source tool, with Nik proposing a webhook solution to maintain the open-source integrity, and Mathieu agreeing to explore this further. Usability concerns in Reflector were addressed, with Igor tasked to present potential improvements in the next meeting. Michal is responsible for ensuring comprehensive data indexing from the contact database. Unresolved issues remain regarding the exact integration method for personal meeting summaries and the implementation of enrichment data, with a follow-up meeting scheduled to validate these approaches and finalize technical details. **Language Model Evaluation and Infrastructure** The discussion centered on evaluating language models and addressing infrastructure challenges, with a focus on structured evaluation processes and security measures. Max emphasized the need for specific metrics in evaluating language models and suggested adding these metrics to the LM eval library. Nik proposed a documentation template to improve project management, while Max and Nik also discussed sharing findings on open models. On the infrastructure side, Mathieu highlighted a critical security issue in the Codify application, prompting the team to prioritize security measures, especially in Docker containers. Angel provided updates on security vulnerabilities and is tasked with automating security scans, while Mathieu is exploring additional security measures. Action items include Max and Nik working on evaluation metrics and documentation, respectively, and Mathieu preparing a security presentation. Unresolved issues include implementing security measures for Docker containers, with future actions involving further discussions on these topics and potential funding for security enhancements. **Security Concerns and Evaluation Metrics for Models** The team discussed critical security vulnerabilities, particularly focusing on Remote Code Execution (RCE) issues in Docker containers, emphasizing the need for improved security measures such as avoiding running containers as root and preventing unauthorized file execution. Angel stressed the importance of continuous monitoring and reporting of security vulnerabilities, especially concerning RCE in Codify. The integration of Trivy, a security tool, was suggested to enhance observability and reduce noise in reports to highlight actionable vulnerabilities. For model evaluation, Max proposed a structured process using predefined tasks for consistent comparison, acknowledging the role of human judgment in evaluating certain outputs. The team agreed on addressing Docker container security and the need for a structured evaluation process, with Mathieu and Angel tasked with developing a prioritization process for security issues, and Nik responsible for creating a standardized task template for language model evaluations. Action items include implementing a hook in the NA8 system to filter Trivy reports and establishing a separate evaluation task for human-judged metrics, with deadlines set for initial implementations and proposals. Unresolved issues include resource allocation for security fixes and detailed evaluation metrics, with future discussions planned on these topics. -- Transcript Mentions -- [Line 2] Context: 1: Nik: Hey Igor, what's up? 2: Nik: Hey, Michal, how are you? 3: michal: I'm good. 4: michal: I'm good. 5: Nik: Good to hear. 6: Igor: Joseph. 7: Nik: Hey Jose, how are you? [Line 3] Context: 1: Nik: Hey Igor, what's up? 2: Nik: Hey, Michal, how are you? 3: michal: I'm good. 4: michal: I'm good. 5: Nik: Good to hear. 6: Igor: Joseph. 7: Nik: Hey Jose, how are you? 8: Jose: Hey there. [Line 4] Context: 2: Nik: Hey, Michal, how are you? 3: michal: I'm good. 4: michal: I'm good. 5: Nik: Good to hear. 6: Igor: Joseph. 7: Nik: Hey Jose, how are you? 8: Jose: Hey there. 9: Jose: Can you hear me? [Line 24] Context: 22: Nik: I guess we can start with the updates and then move to the project management stuff if that works for you guys. 23: Mathieu: Yep, you just change something with your MIC gain. 24: michal: It gets it gets very loud. 25: Nik: Oh sorry, oh oh, I see. 26: Nik: I was trying to increase the volume of my speaker and I accidentally increased the volume of my mic. 27: Mathieu: Thank you for the string so here. 28: Nik: I'm sorry. 29: Nik: I didn't mean to do that. [Line 89] Context: 87: Mathieu: Okay. 88: Igor: Right. 89: michal: I can go next. 90: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and [Line 90] Context: 88: Igor: Right. 89: michal: I can go next. 90: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. [Line 91] Context: 89: michal: I can go next. 90: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? [Line 92] Context: 90: michal: So my change is my change is now the contact DB now that data index can index contacts from contact DB. 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. [Line 93] Context: 91: michal: And we are also ingesting this for search. 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. [Line 94] Context: 92: michal: We are creating chunks. 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. 99: Mathieu: Do you do the enrichment part too? [Line 95] Context: 93: michal: It detects edits. 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. [Line 96] Context: 94: michal: merges and and 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. 101: michal: I can do that if that's that's needed. [Line 97] Context: 95: michal: deletions and updates the the the chunks according accordingly. 96: michal: Next for me as as I understand will be the personal meeting summary and yeah it's it's a it's like still a bit unclear for me where that would live, whether that would be a part of Preflector or or the meeting prep uh application or Or all the contact debris that's coming or a complete disabling? 97: michal: That's a question for me. 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. 101: michal: I can do that if that's that's needed. 102: Mathieu: I b b because otherwise it will I feel it will be super limited, right? [Line 100] Context: 98: Mathieu: I have a sensation two things on the contact DB ingestion in data index or are we meeting with the business where I say and Nick maybe you can chime in I want to what are all the angel VC from my database like We ingest uh I'm guessing you ingest only the contact data of the contact and uh contact DB from a contact and platform identity. 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. 101: michal: I can do that if that's that's needed. 102: Mathieu: I b b because otherwise it will I feel it will be super limited, right? 103: Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. 104: Mathieu: Therefore, I would say enrichment data and I as a minimum. 105: Mathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here. [Line 101] Context: 99: Mathieu: Do you do the enrichment part too? 100: michal: And no, no. 101: michal: I can do that if that's that's needed. 102: Mathieu: I b b because otherwise it will I feel it will be super limited, right? 103: Mathieu: If the goal is to use a little bit of semantic search, just of the name might not work at all. 104: Mathieu: Therefore, I would say enrichment data and I as a minimum. 105: Mathieu: Um and I don't know, Nick, about the social graph, like how this can be due to social graph, like what the kind of request can help here. 106: Nik: No, I think uh you're right that we should definitely include a Apollo search. [Line 115] Context: 113: Nik: Angel investors or something else and maybe like also have an LLM on top of it so it like uh shows it in a better format. 114: Nik: So like that was the MVP for like in my view for now. 115: michal: Okay, I can I can change that to include all all the information that we have from contact DB in in the chunk. 116: Nik: Yeah. 117: Nik: Yeah, I mean Matthew, if you if you disagree, y feel free to chime in too. 118: Nik: It's it's fine. 119: Mathieu: We did the injection because there was some general query we wanted to do, like uh find all the V C uh investor or uh podcaster, and I don't understand how we meet uh that with just the way the injection is done. 120: Mathieu: That's what I was thinking, enrichment data. [Line 125] Context: 123: Nik: Well, no, no, so that's what I'm saying, like posts should not be attached because it's going to be confusing. 124: Mathieu: API documents is uh indexed by search index, right? 125: michal: Uh APA documents. 126: michal: I I don't think so. 127: michal: I haven't written an uh a chunk a chunk a chunker for that. 128: Mathieu: Ah okay, okay, so maybe not. 129: Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job. 130: Nik: Well I mean I got a new job is a good post. [Line 126] Context: 124: Mathieu: API documents is uh indexed by search index, right? 125: michal: Uh APA documents. 126: michal: I I don't think so. 127: michal: I haven't written an uh a chunk a chunk a chunker for that. 128: Mathieu: Ah okay, okay, so maybe not. 129: Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job. 130: Nik: Well I mean I got a new job is a good post. 131: Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. [Line 127] Context: 125: michal: Uh APA documents. 126: michal: I I don't think so. 127: michal: I haven't written an uh a chunk a chunk a chunker for that. 128: Mathieu: Ah okay, okay, so maybe not. 129: Nik: For now we don't need it and also I don't think these documents are gonna be that helpful to be honest because those documents like for example there's gonna be a tweet or a LinkedIn post talking about you know like oh uh congratulations on your promotion or something or like uh you know I got promoted at this company or I got a new job. 130: Nik: Well I mean I got a new job is a good post. 131: Nik: Maybe it could be informative but like there's gonna be a lot of spam there too. 132: Nik: Or like spa spam, but like unrelated content, and I feel like it's just not gonna help us that much. [Line 139] Context: 137: Mathieu: Okay. 138: Mathieu: Okay. 139: michal: Is is the entity type oh sorry, a quick question. 140: Mathieu: As for sorry. 141: michal: Is the entity type of API document a document entity? 142: Mathieu: Ah, yes. 143: michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. 144: Nik: Yeah. [Line 141] Context: 139: michal: Is is the entity type oh sorry, a quick question. 140: Mathieu: As for sorry. 141: michal: Is the entity type of API document a document entity? 142: Mathieu: Ah, yes. 143: michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. 144: Nik: Yeah. 145: Nik: That would make sense, yeah. 146: Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. [Line 143] Context: 141: michal: Is the entity type of API document a document entity? 142: Mathieu: Ah, yes. 143: michal: Okay, so I think it should be uh interested into search uh because there is a chunker for uh the document entity. 144: Nik: Yeah. 145: Nik: That would make sense, yeah. 146: Mathieu: So something to look at, because as you say, there is a lot of spam when you run social graph. 147: Mathieu: There is no way to differentiate the document that are legitimately from, for example, HDO, right? 148: Mathieu: Or the document coming from Social Graph. [Line 189] Context: 187: Mathieu: uh summary you can have the same things uh being done but with the context of what you know so you can do overseas the same as a meeting prep etc so I I wonder um Or better the action item for you, or maybe for the team, will be in your personal summary and not just reflector without any other context. 188: Nik: Well, I mean, uh what I'm saying I guess maybe, maybe. 189: michal: Yeah. 190: Nik: Or maybe you could have like a check check mark, like send this to my DM as well or something. 191: Nik: I don't know. 192: Nik: But yeah, depends. 193: Nik: Depends. 194: Mathieu: Yeah, yeah, okay. [Line 218] Context: 216: Mathieu: It has a full transcript in WebVTT with a person attached and 217: Mathieu: it has uh the summary long and short. 218: michal: Yeah, it could just listen for new uh meeting entities in data index and uh compared to either I I I don't I don't know, new new entity type or just add the existing entity. 219: Mathieu: Work on top of that. 220: Mathieu: Uh edit is a thing that on data index we don't have at all. 221: Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. 222: michal: Mm-hmm. 223: Mathieu: Let's see if we need uh that or not. [Line 222] Context: 220: Mathieu: Uh edit is a thing that on data index we don't have at all. 221: Mathieu: So the implication behind an edition might uh be uh well, it's it might open some doors that is uh harder. 222: michal: Mm-hmm. 223: Mathieu: Let's see if we need uh that or not. 224: Mathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index. 225: michal: Okay. 226: Mathieu: Okay, do we want visualization? 227: Mathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever. [Line 225] Context: 223: Mathieu: Let's see if we need uh that or not. 224: Mathieu: I will go the simplest one, like maybe just a pipeline that uh I'm not sure data index, but it feels like if you have a webhook that calls something aside that will just generate the summary, go back to data index. 225: michal: Okay. 226: Mathieu: Okay, do we want visualization? 227: Mathieu: If uh this is like we want visualization action at time or not, then maybe yes, it has to live into meeting prep because we like the meeting stuff like preparation, but also post uh post review, whatever. 228: Mathieu: Um Nobody, I still think that action item is the very first one that Max was saying, like sending a DM can uh let's validate. 229: Mathieu: If that is good enough, then yeah, we don't need the big things here. 230: Mathieu: Okay. [Line 231] Context: 229: Mathieu: If that is good enough, then yeah, we don't need the big things here. 230: Mathieu: Okay. 231: michal: Oh okay. 232: Mathieu: Next one. 233: Angel: Hello. 234: Angel: Well, hello guys. 235: Mathieu: Ronald. 236: Angel: But today currently we have the big models working. [Line 303] Context: 301: Angel: Yeah, it it's it's it's strange, but it uses more. 302: Mathieu: Otherwise you will just uh use full memory and then it's blocked. 303: michal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context. 304: Mathieu: Doesn't work. 305: michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something. 306: max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? 307: michal: Um can't remember from the top of my head. 308: Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine. [Line 305] Context: 303: michal: Yeah, maybe Daniel Daniel was answering under the Uh like the uh the assumption that we that we were going to serve it or something and we needed full context. 304: Mathieu: Doesn't work. 305: michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something. 306: max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? 307: michal: Um can't remember from the top of my head. 308: Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine. 309: Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah. 310: michal: Like it doesn't it it doesn't start at at all. [Line 307] Context: 305: michal: And if we don't need exactly full context uh then we should we we c should be able to run it on two or something. 306: max: But I mean, the GLM air is like a hundred gigs of VRAM for just for the model-ish or so, right? 307: michal: Um can't remember from the top of my head. 308: Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine. 309: Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah. 310: michal: Like it doesn't it it doesn't start at at all. 311: max: But yeah, but Hang on, hang on, hang on. 312: michal: It doesn't generate any any answers. [Line 310] Context: 308: Angel: Well, I remember when I wanna was implementing this that i it I tried with um a smaller machine and it fails and then it told me that a requirement for this was this kind of machine. 309: Angel: But but yeah, as you can see it was because uh the the memory limit or something like that, but So so yeah, so w which should the maybe select or this one or GLM for sits uh okay, okay, yeah. 310: michal: Like it doesn't it it doesn't start at at all. 311: max: But yeah, but Hang on, hang on, hang on. 312: michal: It doesn't generate any any answers. 313: max: I don't feel like we have reached a satisfactory conclusion to this conversation. 314: max: Right? 315: max: Like the AIR model uses about 100 gigs of VRAM. [Line 312] Context: 310: michal: Like it doesn't it bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-10T15:12:57 +21ms service=bus type=message.updated publishing INFO 2026-01-10T15:12:57 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:12:57 +0ms service=session.prompt step=6 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop INFO 2026-01-10T15:12:57 +25ms service=bus type=message.updated publishing INFO 2026-01-10T15:12:57 +2ms service=bus type=session.updated publishing INFO 2026-01-10T15:12:57 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:12:57 +4ms service=bus type=message.updated publishing INFO 2026-01-10T15:12:57 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:12:57 +1ms service=tool.registry status=started invalid INFO 2026-01-10T15:12:57 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:12:57 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 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service=default e=NotFoundError rejection INFO 2026-01-10T15:13:27 +4628ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +36ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +12ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +39ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=message.part.updated publishing |  Bash Analyze 2.json for Michal's tasks === 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 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. # Summary **Multi-agent system for parallel task management** The multi-agent system for parallel task management involves using work trees to facilitate simultaneous task execution, allowing users to work on multiple tasks without interference. Mathieu and Nik discussed the system's setup requirements, noting the need for an internal AI in each work tree, with potential automation based on the branch or work tree. Max highlighted the advantages of spawning full environments for testing while managing different tasks, though the challenge of merging environments remains unresolved. The team decided to further test the system, with immediate feedback and comprehensive documentation development planned within two weeks. Max and Nik emphasized the importance of exploring automation possibilities to streamline the workflow, while Mathieu stressed the need for additional discussion to address the complexities of merging work trees. **Feedback and validation for personal CRM and security features** The discussion centered on the development and validation of personal CRM and security features, highlighting the importance of feedback in ensuring the project's direction and addressing potential challenges. Mathieu underscored the necessity of feedback for validating assumptions, particularly in the context of a security demo that featured a Squid Proxy system for domain whitelisting. Max expressed satisfaction with the current whitelist approach and suggested documenting future enhancements without overcommitting resources at this stage. Nik discussed the progress on the personal CRM, noting Jose's significant contributions and proposing a structured feedback and task management process involving four key documents. Max supported this approach, recommending a prototype to test its effectiveness and suggesting the use of the Zulip hierarchy for organization. Action items included Mathieu and Nik validating the security demo and gathering feedback, with a plan to discuss further on Monday. Max was tasked with running scripts related to hotness, despite potential technical issues. The team recognized the need for further discussion to refine feedback handling and task management processes, as well as establishing a timeline for implementing feedback loops and demos. **Implementation of a security proxy for data access control** The implementation of a security proxy for data access control focuses on enhancing user interaction and security features. Currently, the Squid Proxy manages access via domain and port control, but there is a push to improve the user experience by enabling application-level notifications for pending requests, allowing users to approve or deny access directly within the application interface. This enhancement, led by Mathieu, aims to streamline the feedback loop between users and the proxy system. Additionally, the team is considering the potential for introspection, which would require SSL certificates for content-based filtering, though this is not yet implemented. Future enhancements may include adding HTTP headers to clarify request intents and exploring the ECAD protocol for SQL proxies. Mathieu is also tasked with documenting these potential improvements and setting deadlines for implementation, while Mathieu and Nik will explore further feedback loop enhancements. The team plans to address unresolved issues like introspection feasibility and protocol evaluations in future discussions. **Process improvement with a four-doc system for project management** Nik introduced a process improvement system for project management inspired by Palantir's approach, focusing on four key components: Mission, Outcomes, Tasks (MOT), Check-ins, Embedded Feedback Loop, and Demos. The system aims to streamline project management by clearly defining the overarching goal, expected results, and necessary actions. Engineers engage in simplified check-ins by aligning their progress with the mission. Feedback is continuously collected and organized into actionable items, while demos are scheduled and documented with deliverables. Max supported this approach, suggesting using the Zulip hierarchy for project organization and incorporating an exponential backoff heuristic for communication. Nik emphasized the importance of making projects demoable for investor pitches and using the system as a knowledge base. They plan to onboard the engineering team to validate the process and discuss further implementation details, such as project hierarchy and feedback evaluation, in upcoming meetings. **Automation and integration of feedback loops in project workflow** The topic revolves around the automation and integration of feedback loops in project workflows, aiming to enhance efficiency and transparency. Nik proposed a streamlined feedback loop process inspired by Palantir's approach, involving four key documents to facilitate feedback integration. To support this, Nik suggested creating a database linked to Affinity for storing tasks, feedback, and demo information, which would underpin an app or UI to automate project processes. Emphasizing the importance of demoable features, Nik highlighted that each project should be demonstrable to stakeholders, fostering transparency and effective communication. Max supported the approach and proposed using the Zulip hierarchy for project hierarchy, with different evaluation methods for various deliverables. Action items include Nik onboarding the engineering team and developing the database, while Max explores implementation details and evaluation methods. The process validation and team onboarding are immediate priorities, with database and UI/UX integration as longer-term goals. Unresolved issues include specific implementation details and evaluation methods, with further discussions scheduled to refine these aspects. **Planning for future evaluations and demos related to project deliverables** The team discussed implementing a structured approach to enhance project deliverables and evaluations, inspired by Palantir's methodology. Nik introduced a four-document system, including Mission Outcomes Tasks, check-ins, an embedded feedback loop, and demos, aiming to streamline processes and ensure features are demoable. Nik also suggested automating this system using an LLM and developing a UI/UX app to support it. Max supported this approach, emphasizing the importance of demoable features and proposing the use of Zulip's hierarchy for project organization. Max also highlighted different evaluation metrics for various deliverables. The team decided to onboard the engineering team with this new process and focus on making features demoable. Action items include Nik exploring automation and developing a supporting app, while Max is tasked with providing feedback on implementation and running evaluation scripts. Further discussions are needed to refine project hierarchy and evaluation metrics, and to explore automation feasibility. -- Transcript Mentions -- INFO 2026-01-10T15:13:27 +6ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:27 +2ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:27 +14ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:13:27 +0ms service=session.prompt step=8 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop INFO 2026-01-10T15:13:27 +47ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=session.updated publishing INFO 2026-01-10T15:13:27 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:13:27 +1ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:27 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:13:27 +1ms service=tool.registry status=started invalid INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:13:27 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started read INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started write INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started task INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started webfetch INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=0 invalid INFO 2026-01-10T15:13:27 +1ms service=tool.registry status=completed duration=1 read INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 skill INFO 2026-01-10T15:13:27 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-10T15:13:27 +1ms service=session.prompt status=completed duration=3 resolveTools INFO 2026-01-10T15:13:27 +8ms service=session.processor process INFO 2026-01-10T15:13:27 +3ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:13:27 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:13:27 +6ms service=bus type=session.status publishing ERROR 2026-01-10T15:13:28 +818ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:13:28 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:13:30 +2731ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +43ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +68ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +6ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:30 +3ms service=bus type=message.updated publishing |  Bash Analyze 3.json for Michal's tasks === 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 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. # Summary **Integration of Personal Intel into Apple Demon Repo** Jose integrated Personal Intel into the Apple Demon Repo, facing challenges with project setup and redundancies between UIs. He encountered errors with the LLM API key, specifically an "invalid proxy server token pass" error, which Matthew identified as potentially due to using the incorrect API key. It was decided that Jose should use the correct API key from the Light LLM dashboard to resolve this issue. Further action items for Jose include addressing UI redundancies, enhancing project features, and implementing a search index. The project is currently not running smoothly, and future discussions are planned to refine the integration process and address unresolved issues, including a scheduled conversation with Max to gather feedback and align on next steps. **Daily Digest Threads and API Key Issues** The discussion focused on integrating Daily Digest threads into a personal CRM system, emphasizing the use of Daily Digest's evaluator for urgency. Matthew proposed using these threads, while Jose faced issues with an invalid proxy server token when generating a daily digest for the new UI. Matthew clarified that the correct token should be from the "light LLM note track" deployment and offered his API key to assist Jose. The team decided to use Daily Digest threads for the CRM and tasked Jose with resolving the API key issue using Matthew's key. They also highlighted the need for UX design work to address real-time versus daily updates. Jose and Matthew are to collaborate on the integration and API resolution, while Nick will tackle UX concerns. A follow-up meeting with Max is planned to discuss feedback on threading integration and UX design, and Annik and Matthew will address project management documentation in a separate meeting. The team aims to resolve the API issue by Monday and further explore UX design for threading. **Personal CRM and Thread Integration** The team explored integrating threads from the Daily Digest into the Personal CRM, focusing on using an evaluator to prioritize urgent responses. Technical challenges, such as LLM API key errors, were highlighted, with Matthew suggesting a solution using a different key from Light LLM. Concerns about user experience were raised, with Matthew noting the potential issue of displaying all threads and advocating for real-time updates to highlight urgent threads. A tagging system was proposed to track threads associated with a user's contact ID, marking them as addressed once responded to. Decisions included temporarily hiding the threads tab to prevent user confusion and prioritizing the resolution of the API key issue. Action items were assigned to Matthew for API key resolution and to Jose for project integration efforts. The team planned to create a video update for Max's feedback and scheduled discussions on thread integration logic and tag relationships, involving Juan and other team members. Future meetings are planned to discuss project management with Annik and gather feedback from Max on the integration process. **Hotness and Tagging for Personal CRM** The topic of integrating "hotness" and tagging into a Personal CRM involves assigning scores to contacts based on criteria like fundraising, sales, product hiring, and partnerships, with tagging serving as a potential mechanism to surface these contacts. Max's mockup suggests a direction for tagging, while Matthew is tasked with reviewing and merging the PR for the tagging API, highlighting its priority. The team, including Juan, Nick, Annik, Anya, John, Jose, and Rose, plans to explore how tags might influence or correlate with hotness to determine if they will directly affect contact prioritization. Further discussions are scheduled to address project management and document structure, with Max providing additional insights. Despite the progress, unresolved issues remain regarding the exact interaction between tagging and hotness, and the project management document's structure needs further refinement. **Project Management and Documentation Structure** Matthew expressed a desire to discuss the structure of project management documentation with Annik, focusing on organization and clarity. Annik and Matthew agreed to hold a separate meeting for this topic, as it was not directly related to the current meeting's agenda. Annik suggested that Max could provide valuable insights during this discussion, indicating his potential involvement in the separate meeting. They decided to organize this meeting to ensure focused attention on the topic without diverting from the current meeting's objectives. Annik and Matthew are responsible for organizing the meeting, determining the date and time, and inviting relevant participants, including Max, to gather comprehensive insights and feedback. The specific details of the meeting, such as the date, time, and agenda, remain to be finalized. **Meeting Coordination and Participant Availability** The meeting focused on integrating personal CRM features, specifically around "daily digest" and project management, with a decision to keep the meeting brief due to uncertain participant availability. Matthew and Juan were invited to listen in, with Matthew potentially only listening, and John mentioned he would need to leave the call early. Key decisions included using threads from the data index in personal CRM and asking Matthew to review and merge a PR related to tagging for daily digest functionality. It was also decided to hide the threads tab in personal CRM until fully developed. Action items included Matthew providing feedback on project management with Annik and Jose continuing work on integrating personal Intel into the Apple demon repo. A follow-up meeting with Max and Juan was planned for Monday to align on personal CRM and hotness features, and a separate discussion with Annik about project management structure was suggested. Unresolved issues included the timing and frequency for generating threads in personal CRM versus daily digest and the correlation between tags and hotness. -- Transcript Mentions -- INFO 2026-01-10T15:13:30 +5ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:30 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:13:30 +0ms service=session.prompt step=9 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop INFO 2026-01-10T15:13:30 +17ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:30 +2ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:30 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started invalid INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:13:30 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started read INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started write INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started task INFO 2026-01-10T15:13:30 +1ms service=tool.registry status=started webfetch INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=started skill INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 invalid INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 bash INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-10T15:13:30 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-10T15:13:30 +1ms service=session.prompt status=completed duration=2 resolveTools INFO 2026-01-10T15:13:30 +2ms service=bus type=session.updated publishing INFO 2026-01-10T15:13:30 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:13:30 +6ms service=session.processor process INFO 2026-01-10T15:13:30 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:13:30 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:13:30 +8ms service=bus type=session.status publishing ERROR 2026-01-10T15:13:31 +830ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:13:31 +1ms service=default e=NotFoundError rejection INFO 2026-01-10T15:13:34 +2457ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +41ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +26ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +20ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +5ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +7ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +5ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:34 +0ms service=bus type=message.updated publishing |  Bash Analyze 4.json for Michal's tasks === 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, 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. # Summary **Project Task Coordination** The project task coordination summary highlights the team's efforts to align tasks with business objectives, emphasizing effective communication and prioritization, especially around demo day. Nik is leading the initiative to create a document for tracking proposals and feedback, ensuring alignment with business goals. Mathieu is focusing on pre-commit validation and CI/CD setup, while also exploring the creation of an installation wizard to streamline user onboarding. Jose is tasked with providing onboarding instructions and collaborating on improving the onboarding script. Michal is addressing external request issues and assisting with model deployment, and Angel is finalizing GLM for SITS and preparing for DeepSeq deployment, sharing prioritization tools to aid decision-making. The team plans to discuss unresolved issues, such as the placement of the hotness feature and the onboarding process, in upcoming meetings. **Feature Development Priorities** The team has prioritized the development of features focusing on Hotness, Personal CRM, and Security, with ongoing discussions about the optimal placement of 'hotness' data. Jose is actively working on integrating Max's personal CRM into the monorepo, emphasizing basic functionalities such as contact DB and search index. Nik proposed enhancing search capabilities by creating a new 'contact' data type, which could leverage LLM calls for advanced functionalities. Michal is tasked with developing a search index that includes contacts from the contactDB, aiming to create an app based on this functionality. Additionally, Nik suggested conducting a demo to validate new features and gather team feedback, ensuring alignment with business objectives. Mathieu proposed implementing a document template in Athene to track feature proposals, enhancing transparency and providing context for ongoing projects. The team plans to address unresolved issues, such as the precise placement of 'hotness' data and the development of a user-friendly installation process for the monorepo, in further discussions. **Integration of Personal CRM** The team is actively working on integrating Max's personal CRM into the monorepo, with Jose leading the effort to extract and incorporate its frontend, following established patterns. Despite challenges with running the mock API, the team prioritizes embedding basic functionalities like the contact database and search index. Jose is tasked with continuing the integration and implementing these features, while Nik is responsible for coordinating further discussions with Juan and Mathieu to tackle integration challenges. Mathieu focuses on syncing contacts between ContactDB and the data index and strategizing the integration of daily digest and threads. Unresolved issues include the lack of a query in ContactDB for syncing contacts and determining the best approach for daily digest integration, with plans for a detailed discussion on Monday to finalize strategies and address these challenges. **Implementation of Search Index** The team is working on implementing a search index within the social graph by creating a new data type called "contact," which will enhance search capabilities, such as identifying investors or podcast associates. Nik and Jose emphasized the importance of starting with basic functionalities like the contact database and search index. Michal is tasked with adding contacts to the database and ensuring they can be ingested into the data index, while Jose is responsible for integrating Max's personal CRM front end into the monorepo apps. The team plans to prioritize these tasks for immediate development and testing. Discussions are ongoing about the placement of the "hotness" feature and establishing a validation process for new ideas, with future meetings scheduled to finalize these decisions. **Demo Day Preparations** The team is preparing for Demo Day with a focus on discussing business objectives and assessing readiness, involving key members like Quan and Sergei to enhance the demo's effectiveness. The main priorities include the 'hotness' feature, personal CRM, and security, with ongoing discussions about the placement of the 'hotness' feature, potentially on ContextDB or the personal CRM. Nik plans to implement a search index in the social graph, proposing a new 'contact' data type for initial searches, which could be expanded with an LLM for complex queries. Jose is integrating Max's personal CRM into the monorepo, focusing on foundational functionalities like the contact database and search index. The team aims to integrate daily digest and threads once basic functionalities are established, adding value to the demo. Action items include confirming the availability of key members, deciding on the 'hotness' feature placement, developing a proposal for the social graph search index, and continuing CRM integration. Further discussions are needed on technical challenges and user onboarding to ensure a successful Demo Day. **Onboarding Process Improvement for New Users** The onboarding process for new users has been identified as a key area for improvement, with current challenges including a manual, time-consuming setup that requires users to execute commands in the terminal and navigate unclear documentation. To address these issues, Nik proposed developing an installation wizard to guide users through necessary configurations, while Jose suggested creating a shell script or executable to automate the installation process. The aim is to enhance user experience by making the setup more intuitive, allowing users to complete it with minimal effort, despite concerns about the complexity of Docker and Docker Compose. The team prioritized creating a user-friendly onboarding experience, deciding to iteratively improve the setup script and explore automation options. Action items include Nik developing the installation wizard, Jose improving the setup script with input from Jordan, and Mathieu and Nik evaluating user onboarding needs with Max. Unresolved issues include simplifying the Docker setup and balancing the needs of developers and users. -- Transcript Mentions -- [Line 14] Context: 12: Nik: Did they say anything in the social? 13: Nik: No. 14: michal: Hello. 15: Nik: Hey, Michael, how are you? 16: Mathieu: Okay. 17: Mathieu: I would think Okay, so n normally it should be demo day. 18: Mathieu: Um but Nick, I'm opening the the door. 19: Mathieu: Do you want to go through the business objective and uh see how is everyone doing? [Line 15] Context: 13: Nik: No. 14: michal: Hello. 15: Nik: Hey, Michael, how are you? 16: Mathieu: Okay. 17: Mathieu: I would think Okay, so n normally it should be demo day. 18: Mathieu: Um but Nick, I'm opening the the door. 19: Mathieu: Do you want to go through the business objective and uh see how is everyone doing? 20: Nik: Sure. [Line 98] Context: 96: Nik: So. 97: Nik: Yeah, I hope so. 98: Nik: So Michal, are there so we currently have a few things. 99: michal: Yeah. 100: Nik: I guess one thing would be just like adding contact to contactDB. 101: Nik: It's a pretty straightforward task, right? 102: Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it. 103: Nik: Do you think that that would be good? [Line 99] Context: 97: Nik: Yeah, I hope so. 98: Nik: So Michal, are there so we currently have a few things. 99: michal: Yeah. 100: Nik: I guess one thing would be just like adding contact to contactDB. 101: Nik: It's a pretty straightforward task, right? 102: Nik: Like basically just adding that data entity and being able to ingest contacts from ContactDB into The contact in data index and search across it. 103: Nik: Do you think that that would be good? 104: Nik: Because, like, on top of this, we can build an app right away, pretty much. [Line 105] Context: 103: Nik: Do you think that that would be good? 104: Nik: Because, like, on top of this, we can build an app right away, pretty much. 105: michal: Yeah, I agree. 106: Nik: Would that work? 107: michal: Take yeah, I can take it. 108: Nik: Cool. 109: Nik: Sounds good. 110: Nik: Yeah, I think this is the best thing you can work on because you also worked on search index. [Line 107] Context: 105: michal: Yeah, I agree. 106: Nik: Would that work? 107: michal: Take yeah, I can take it. 108: Nik: Cool. 109: Nik: Sounds good. 110: Nik: Yeah, I think this is the best thing you can work on because you also worked on search index. 111: Nik: So I think this is perfect. 112: Nik: Um but yeah, um [Line 119] Context: 117: Mathieu: This query doesn't exist in ContactDB, so it will need to be done for the ingestor to work good. 118: Mathieu: Yeah, that's it. 119: michal: Okay. 120: Nik: Yeah, so um another thing that I just wanted to mention kind of like on more on the global level uh is that we would like to have some sort of way to validate the ideas at least like ourselves as in like oh d is this actually going to be useful? 121: Nik: Is what I'm building gonna be useful and maybe the way we can do this is like uh once we build something maybe have a demo. 122: Nik: And like at least share it across the the team. 123: Nik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example. 124: Nik: So for example, like search index could be uh or like not just searching index, but like the uh feature Michal is gonna be building is gonna be useful for um something like warm introductions or like searching across contacts in ContactDB. [Line 124] Context: 122: Nik: And like at least share it across the the team. 123: Nik: I mean we've already been kind of doing that, but also like maybe add a few comments to like, oh, okay, so this would be useful for this, this and this product, for example. 124: Nik: So for example, like search index could be uh or like not just searching index, but like the uh feature Michal is gonna be building is gonna be useful for um something like warm introductions or like searching across contacts in ContactDB. 125: Nik: Like second and first hop contacts. 126: Nik: And then for personal CRM, like it's kind of obvious. 127: Mathieu: Yeah. 128: Nik: But yeah, like maybe each tab would have its own kind of value. 129: Nik: And again, like it's obvious on one hand, it's not super obvious on the other hand, because we don't have hopness. [Line 205] Context: 203: Mathieu: This is all the request log. 204: Mathieu: Uh I think I can oh, sorry. 205: michal: And Matthew, I d I don't think you are sharing the right window or the right screen. 206: Mathieu: Thank you for letting me know better, huh? 207: Mathieu: Okay, I don't know if you guys saw the video or what, but just wanted to make sure and to discuss, just to say where we want to go is let's say if I remove the rule of Apollo that is there. 208: Mathieu: I'm sorry, it's not really good. 209: Mathieu: A pay Apollo, ma'am, I go to contact DB. 210: Mathieu: I will take, I don't know who is this person, 100 data. [Line 272] Context: 270: Mathieu: If none? 271: Mathieu: Okay. 272: michal: I like it this could this could w this could work work on our apps, but I wonder about requests coming from LibreChat, like web search. 273: Mathieu: That's about it for the demo. 274: Nik: Love it. 275: Mathieu: I think it will it will say the same pattern. 276: Mathieu: Maybe there won't be the HTTP header in intent, right? 277: Mathieu: But maybe we can have some rules or some some label on the docker environment variable. [Line 280] Context: 278: Mathieu: I don't know. 279: Mathieu: Say I think more the the docker labels because okay I'm sorry I'm um excited about that but let's let's go it in another way. 280: michal: Yeah. 281: Mathieu: I we are in control of the proxy API in the proxy API I do a docker resolution from the IP to the label actually I'm listing all the container To know all the IPs and to be able to match the name of the container to show the name instead of the IP. 282: Mathieu: That works. 283: Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some 284: Mathieu: more rules or label or stuff put in the container that then the API can request and see. 285: michal: Yeah. [Line 285] Context: 283: Mathieu: So maybe in the same way, if you don't have any header saying the intents, maybe we can have some 284: Mathieu: more rules or label or stuff put in the container that then the API can request and see. 285: michal: Yeah. 286: Mathieu: Like at the same time, ah, it's this container. 287: Mathieu: Ah, it's coming from this and these endpoints, it might be for the search, something like that. 288: Mathieu: Or another path is today, as I say, we just have the connect with the host and the port, right? 289: Mathieu: To be able to see the request, we need to share the CA. 290: Mathieu: So the other idea will be we create a CA certificate, we put it in all our container as a trust CA. [Line 294] Context: 292: Mathieu: We can extract the content, and from the content, maybe we can also do something more smarter, like it looks like something okay or not something okay. 293: Mathieu: Same a little bit like procedure when we analyze the LLM calls. 294: michal: Yeah. 295: Mathieu: Maybe there is a system that is more I mean, I was working on network and firewall stuff, like all the deep inspection, there is sometimes some scanner that indicates if the request is good or not good. 296: Mathieu: With some signature database, maybe something like that could help. 297: Mathieu: I don't know. 298: Mathieu: But we need the content. 299: Mathieu: And right now, the demo doesn't have any content. [Line 373] Context: 371: Mathieu: Meaning also, just to make sure everybody understand, if we add something into the precommit, we also need to add the related CI C D corresponding to the new pre commit we added, because it it won't do it by itself. 372: Mathieu: Um yeah, that's it. 373: michal: Mm-hmm. 374: Mathieu: And there is no pre-commit on the JavaScript code or TypeScript code. 375: Mathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same. 376: Mathieu: But my screen on this GS part is a little bit not great. 377: michal: I I have one s yeah, I I have one thing from my side. 378: michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel. [Line 377] Context: 375: Mathieu: I think it would be nice that the same way we did one for Rough and also Python code would be nice to have one for every kind of HTML, TypeScript, JavaScript, that everything is the same. 376: Mathieu: But my screen on this GS part is a little bit not great. 377: michal: I I have one s yeah, I I have one thing from my side. 378: michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel. 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. [Line 378] Context: 376: Mathieu: But my screen on this GS part is a little bit not great. 377: michal: I I have one s yeah, I I have one thing from my side. 378: michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel. 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? [Line 379] Context: 377: michal: I I have one s yeah, I I have one thing from my side. 378: michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel. 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I [Line 380] Context: 378: michal: Uh I I did uh a change to the Zolip ingester to detect new streams because uh I like I had a problem with the demo on Tuesday to uh because I didn't have the leads channel ingested and uh Jordan wanted to do a test query directly from from the leads channel. 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. [Line 381] Context: 379: michal: Uh so I added that and also ingesting DMs. 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. [Line 382] Context: 380: michal: Uh I can't demo because my local setup is broken at the moment. 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. [Line 383] Context: 381: michal: So sorry about that. 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. [Line 384] Context: 382: michal: Um uh and I have two two questions. 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? [Line 385] Context: 383: michal: Uh like one is what what like what do we do with uh the personal meeting summary? 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it. [Line 386] Context: 384: michal: I kind of held off on that because I 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it. 391: Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. [Line 387] Context: 385: michal: saw on the last project management update like there was something depending on uh something Sergey doing in the in Reflector. 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it. 391: Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. 392: Nik: I feel like it's not going to be that difficult to implement. [Line 388] Context: 386: michal: Uh like and also I'm like unsure. 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it. 391: Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. 392: Nik: I feel like it's not going to be that difficult to implement. 393: Nik: Just like a different structured output thing, right? [Line 389] Context: 387: michal: if this is a priority for for us for now and where where that should where that should live. 388: michal: And the other thing is Jordan has indicated that like the the the current state of the uh of the project with uh with chat, with MCP, with search would be useful to him. 389: michal: And I was wondering like w what plans do we have on the rollout rollout of the Mondor repo to the users? 390: Nik: Yeah, so the first question about personal meeting summary, I think the first I want to get the response from Sergei and see where he's at with it. 391: Nik: And like I want to see the demo and I want to show it to Max and I want to see if this is something that he's going to find useful and then like we can easily like use Personal meeting summary as the back end for whatever Sergei builds. 392: Nik: I feel like it's not going to be that difficult to implement. 393: Nik: Just like a different structured output thing, right? 394: Nik: And sending that to the DMs. [Line 398] Context: 396: Nik: I think we basically like, don't we have everything in place to basically give this to Jordan? 397: Nik: Well what what's the blocker here? 398: michal: I think we do. 399: michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this. 400: Mathieu: Um Yeah, I think it's just 401: michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. 402: Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. 403: Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay and we act as a team towards a product. [Line 399] Context: 397: Nik: Well what what's the blocker here? 398: michal: I think we do. 399: michal: Uh it's just that I saw that I saw that Anna is like I think still on the on the previous setup, so I I was thinking that something is maybe blocking this. 400: Mathieu: Um Yeah, I think it's just 401: michal: Like if all is good, I can maybe just sync with Jordan and get get him set up. 402: Mathieu: about assigning maybe uh no the same way we I was saying maybe we need to assign somebody to Max. 403: Mathieu: Like if you are the main contact of Max, maybe uh we can split in the team having uh like we have Everyone, our own beta user, you know, where we get feedback and we like say everything is okay bash tool truncated output as it exceeded 30000 char limit INFO 2026-01-10T15:13:34 +16ms service=bus type=message.updated publishing INFO 2026-01-10T15:13:34 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:13:34 +0ms service=session.prompt step=10 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+113ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +45ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +13ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +36ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +27ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:52 +0ms service=bus type=message.updated publishing |  Bash Analyze 5.json for Michal's tasks === FILE: 5.json === -- 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. -- Long Summary -- # Quick recap 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. # Summary **Recharging Headphones** During a conversation primarily focused on work updates and project planning, Nik briefly mentioned the topic of recharging headphones to Mathieu. This mention was incidental and did not lead to any further discussion, decision-making, or insights. The conversation did not assign any action items or responsibilities related to recharging headphones, nor did it highlight any unresolved issues or need for further discussion on the matter. Consequently, the mention of recharging headphones did not impact the main topics of discussion and requires no specific actions or follow-up. **UX Validation for Story** Nik is nearing the completion of validating the UX for a story and plans to collaborate with Anna to refine it further, integrating her feedback to enhance the project. Concurrently, Nik is exploring the development of a separate application to calculate "hotness" in contact prioritization, which involves multiple factors such as project involvement and specific labels. This initiative includes integrating systems like ContactDB and personal CRM, with Mathieu suggesting the use of ContactDB as a central repository for managing hotness calculations. Juan is set to assist in refining the heuristic for calculating hotness, with a follow-up meeting scheduled for Monday to discuss implementation details. The team is considering the integration of hotness with existing applications and the potential need for a new API, with these aspects remaining under exploration. **Feedback and Client Treatment Discussion** The team emphasized the importance of treating Max as a client by actively seeking his feedback and scheduling meetings to discuss project progress. Nik is responsible for checking Max's availability and scheduling a meeting for Monday at 11:30 AM or 12 PM, while Nik and Mathieu are tasked with preparing an agenda to guide the meeting. Additionally, Nik will review the feedback processing system to ensure it meets a six-hour update window, and Mathieu will implement checks to verify the accuracy of meeting and transcript dates. Despite these plans, there is uncertainty about Max's availability due to his busy schedule, and the team acknowledges the need for further discussion on integrating client feedback effectively. The team plans to reconvene on Monday to address unresolved issues and finalize their approach. **Max's Availability Coordination** Max is currently engaged in a busy schedule in San Francisco, balancing meetings and involvement in various projects such as fundraising, sales, and a podcast initiative. A meeting is proposed for Monday in Montreal time, with potential slots at 11:30 a.m., 12 p.m., 1 p.m., and 3:30 p.m., prioritizing the earlier times. The meeting agenda includes feedback on UX validation and the development of personal CRM and "hotness" features, which prioritize contacts based on their importance to Max's fundraising and sales activities. Nik is responsible for confirming Max's availability for the meeting, adding Mathieu, and ensuring alignment on the agenda and objectives. Additionally, Nik and Mathieu are tasked with exploring how to calculate "hotness" using various variables and data sets, with further discussion planned for a meeting with Juan on Monday. They are also considering how to integrate "hotness" into the personal CRM, potentially as a separate module or app. Nik is also developing a ground truth data set to refine the hotness calculation without needing direct feedback from Max. The integration of "hotness" with existing systems like ContactDB and personal CRM requires further detailed planning and technical exploration. **Feedback System Implementation** The implementation of a data digest feature in C personal CRM was identified as a key future task, with Jose tasked to explore its potential implementation. This task was highlighted during a recent demo meeting and is slated for discussion in an upcoming meeting scheduled for Monday. The meeting will focus on evaluating the priority and business value of this feature. Additionally, the priority of this task relative to other ongoing projects requires further discussion. The feedback system's role and integration into current projects also need further exploration and planning. Nik and Mathieu were involved in these discussions, emphasizing the need for continuous reassessment of task priorities in light of evolving business needs. **Personal CRM and Hotness Project Planning** The Personal CRM and Hotness Project is designed to create a system that ranks contacts by their relevance using a "hotness" metric, integrating data from ContactDB and Data Index. The project is divided into components focusing on data storage, retrieval, and hotness calculation, with Juan developing the algorithm for hotness calculation. Nik is tasked with coordinating a meeting with Max to present a proposal, which includes UX design and data handling strategies, while Mathieu is exploring security tools and preparing a technical presentation. The team is addressing unresolved issues such as access to Max's contact data and the feasibility of a comprehensive security solution. Future steps include refining project components based on Max's feedback and exploring a tag-based system for hotness calculation. Additionally, the team is considering developing a separate application for hotness calculations to streamline the Personal CRM, with Nik and Mathieu responsible for further discussions on this approach. -- Transcript Mentions -- [Line 700] Context: 698: Nik: Yes, yes. 699: Nik: The second thing is uh gosh, what was it? 700: Nik: So, what is Michal working on right now? 701: Nik: Search index? 702: Mathieu: Uh he was working on the search index, he said on task. 703: Mathieu: He was working on the MCP. 704: Mathieu: I don't know if it's landed yet on uh on internal AI. 705: Mathieu: I think a sync is required. 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service=tool.registry status=completed duration=0 edit INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 write INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 webfetch INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 todowrite INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 todoread INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-10T15:13:52 +0ms service=tool.registry status=completed duration=0 task INFO 2026-01-10T15:13:52 +1ms service=session.prompt status=completed duration=4 resolveTools INFO 2026-01-10T15:13:52 +14ms service=session.processor process INFO 2026-01-10T15:13:52 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:13:52 +1ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:13:52 +8ms service=bus type=session.status publishing ERROR 2026-01-10T15:13:53 +793ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:13:53 +1ms service=default e=NotFoundError rejection INFO 2026-01-10T15:13:56 +3221ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:13:56 +0ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:13:57 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:13:57 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:13:58 +1397ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:13:59 +1000ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:13:59 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:09 +9235ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:14:10 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:10 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:10 +492ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:14:11 +1003ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:11 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:11 +30ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:14:12 +1001ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:12 +1ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:19 +6839ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:20 +893ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:14:20 +111ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:20 +1ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:21 +745ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:22 +822ms service=bus type=message.part.updated publishing ERROR 2026-01-10T15:14:22 +180ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:22 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:26 +3987ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +771ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +12ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +6ms service=bus type=file.edited publishing INFO 2026-01-10T15:14:27 +0ms service=format file=/app/input/1.json formatting INFO 2026-01-10T15:14:27 +1ms service=format name=zig ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=dart ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=file.time sessionID=ses_45789410dffeDvzPbO2l4nUg52 file=/app/input/1.json read INFO 2026-01-10T15:14:27 +0ms service=lsp file=/app/input/1.json touching file INFO 2026-01-10T15:14:27 +0ms service=bus type=file.edited publishing INFO 2026-01-10T15:14:27 +1ms service=format file=/app/input/2.json formatting INFO 2026-01-10T15:14:27 +0ms service=format name=zig ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=dart ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=file.time sessionID=ses_45789410dffeDvzPbO2l4nUg52 file=/app/input/2.json read INFO 2026-01-10T15:14:27 +0ms service=lsp file=/app/input/2.json touching file INFO 2026-01-10T15:14:27 +1ms service=bus type=file.edited publishing INFO 2026-01-10T15:14:27 +0ms service=format file=/app/input/3.json formatting INFO 2026-01-10T15:14:27 +0ms service=format name=zig ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=dart ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=file.time sessionID=ses_45789410dffeDvzPbO2l4nUg52 file=/app/input/3.json read INFO 2026-01-10T15:14:27 +1ms service=lsp file=/app/input/3.json touching file INFO 2026-01-10T15:14:27 +1ms service=bus type=file.edited publishing INFO 2026-01-10T15:14:27 +0ms service=format file=/app/input/4.json formatting INFO 2026-01-10T15:14:27 +0ms service=format name=zig ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=dart ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=file.time sessionID=ses_45789410dffeDvzPbO2l4nUg52 file=/app/input/4.json read INFO 2026-01-10T15:14:27 +1ms service=lsp file=/app/input/4.json touching file INFO 2026-01-10T15:14:27 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +30ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +0ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +8ms service=bus type=file.edited publishing INFO 2026-01-10T15:14:27 +0ms service=format file=/app/input/5.json formatting INFO 2026-01-10T15:14:27 +0ms service=format name=zig ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=uv format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=terraform ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=standardrb ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=shfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ruff ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=rubocop ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=air ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=prettier ext=.json checking INFO 2026-01-10T15:14:27 +4ms service=format name=oxfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ocamlformat ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=nixfmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=mix ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=latexindent ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=ktlint ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=htmlbeautifier ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gofmt ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=gleam ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=dart ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=clang-format ext=.json checking INFO 2026-01-10T15:14:27 +0ms service=format name=biome ext=.json checking INFO 2026-01-10T15:14:27 +1ms service=file.time sessionID=ses_45789410dffeDvzPbO2l4nUg52 file=/app/input/5.json read INFO 2026-01-10T15:14:27 +0ms service=lsp file=/app/input/5.json touching file INFO 2026-01-10T15:14:27 +14ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +24ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +36ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +0ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +4ms service=bus type=message.part.updated publishing |  Write app/input/1.json |  Write app/input/3.json |  Write app/input/2.json |  Write app/input/4.json INFO 2026-01-10T15:14:27 +22ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:27 +1ms service=bus type=message.updated publishing |  Write app/input/5.json INFO 2026-01-10T15:14:27 +9ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:27 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:14:27 +0ms service=session.prompt step=12 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop ERROR 2026-01-10T15:14:27 +25ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:27 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:27 +39ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:27 +2ms service=bus type=session.updated publishing INFO 2026-01-10T15:14:27 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:14:27 +4ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:27 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started invalid INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:14:27 +1ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started read INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started write INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started task INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started webfetch INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:14:27 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INFO 2026-01-10T15:14:27 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-10T15:14:27 +3ms service=session.prompt status=completed duration=5 resolveTools INFO 2026-01-10T15:14:27 +9ms service=session.processor process INFO 2026-01-10T15:14:27 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:14:27 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:14:27 +9ms service=bus type=session.status publishing ERROR 2026-01-10T15:14:28 +977ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:28 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:33 +5123ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +24ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +29ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +7ms service=bash-tool arg=analyze_michal.js resolved=/app/input/analyze_michal.js resolved path INFO 2026-01-10T15:14:33 +14ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +37ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:33 +1ms service=bus type=message.updated publishing |  Bash Remove the helper script INFO 2026-01-10T15:14:33 +7ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:33 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:14:33 +0ms service=session.prompt step=13 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop INFO 2026-01-10T15:14:33 +60ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:33 +2ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:33 +0ms service=session.prompt status=started resolveTools INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started invalid INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started bash INFO 2026-01-10T15:14:33 +0ms service=bash-tool shell=/usr/bin/bash bash tool using shell INFO 2026-01-10T15:14:33 +1ms service=tool.registry status=started read INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started glob INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started grep INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started edit INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started write INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started task INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started webfetch INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started todowrite INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=started todoread INFO 2026-01-10T15:14:33 +1ms service=tool.registry status=started skill INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=2 invalid INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 read INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 glob INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 grep INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 edit INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 write INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 webfetch INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 todowrite INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 todoread INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=2 bash INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=0 skill INFO 2026-01-10T15:14:33 +0ms service=tool.registry status=completed duration=1 task INFO 2026-01-10T15:14:33 +4ms service=session.prompt status=completed duration=6 resolveTools INFO 2026-01-10T15:14:33 +6ms service=bus type=session.updated publishing INFO 2026-01-10T15:14:33 +1ms service=bus type=session.diff publishing INFO 2026-01-10T15:14:33 +11ms service=session.processor process INFO 2026-01-10T15:14:33 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build stream INFO 2026-01-10T15:14:33 +0ms service=llm providerID=openrouter modelID=google/gemini-3-pro-preview sessionID=ses_45789410dffeDvzPbO2l4nUg52 small=false agent=build params={"temperature":1,"topP":0.95,"topK":64,"options":{"usage":{"include":true},"reasoning":{"effort":"high"}}} params INFO 2026-01-10T15:14:33 +15ms service=bus type=session.status publishing ERROR 2026-01-10T15:14:34 +772ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:34 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:37 +3305ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:37 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +764ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +0ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +2ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +72ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +48ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +1ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +66ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +4ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +3ms service=bus type=message.part.updated publishing INFO 2026-01-10T15:14:38 +1ms service=bus type=message.updated publishing I have extracted the action items for Michal from the provided meeting transcripts and created the corresponding JSON files in the current directory. **Summary of Extracted Action Items:** * **1.json**: * Change contact DB ingestion to include all information from Contact DB in the chunk. * Work on personal meeting summary. * **4.json**: * Add contact entity to ContactDB and ensure ingestion into Data Index for search. * Sync with Jordan to set him up with the current project state. * **2.json, 3.json, 5.json**: No action items found for Michal. The output files `1.json` through `5.json` have been updated with the extracted data in the specified format. INFO 2026-01-10T15:14:38 +9ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:38 +1ms service=bus type=session.status publishing INFO 2026-01-10T15:14:38 +0ms service=session.prompt step=14 sessionID=ses_45789410dffeDvzPbO2l4nUg52 loop ERROR 2026-01-10T15:14:38 +29ms service=acp-command promise={} reason=NotFoundError Unhandled rejection ERROR 2026-01-10T15:14:38 +0ms service=default e=NotFoundError rejection INFO 2026-01-10T15:14:38 +18ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:38 +0ms service=bus type=message.updated publishing INFO 2026-01-10T15:14:38 +1ms service=bus type=session.updated publishing INFO 2026-01-10T15:14:38 +0ms service=bus type=session.diff publishing INFO 2026-01-10T15:14:38 +1ms service=session.prompt sessionID=ses_45789410dffeDvzPbO2l4nUg52 exiting loop INFO 2026-01-10T15:14:38 +1ms service=session.compaction pruning INFO 2026-01-10T15:14:38 +2ms service=session.prompt sessionID=ses_45789410dffeDvzPbO2l4nUg52 cancel INFO 2026-01-10T15:14:38 +0ms service=bus type=session.status publishing INFO 2026-01-10T15:14:38 +0ms service=bus type=session.idle publishing INFO 2026-01-10T15:14:38 +2ms service=default directory=/app/input disposing instance INFO 2026-01-10T15:14:38 +0ms service=state key=/app/input waiting for state disposal to complete INFO 2026-01-10T15:14:38 +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.