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1. Chrisb+f3[view] [source] 2025-12-16 17:09:17
>>theamk+(OP)
Very cool, I was thinking about building a similar thing when I saw the Flock discourse, but got busy with the holidays.

Any interesting technical details? Getting the actual data from govt meetings looked like it was the hardest part to me.

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2. tptace+dn[view] [source] 2025-12-16 18:32:05
>>Chrisb+f3
A huge number of municipalities all share the same tech stack: Granicus/Legistar. You can pull the agendas and minutes of all their board meetings probably going back a decade. From captioning information you can Whisper-transcribe and attribute transcripts of the meetings themselves.

During our last election cycle, I did this for all our board meetings going back to the mid-aughts, using 'simonw's LLM tool to pass each agenda item to GPT 4o to classify them into topical buckets ("safety", "racial equity", "pensions", &c), tying them back to votes, and then doing a time breakdown of the topics (political opponents were claiming our board, which I support, was spending too much time on frivolous stuff).

That's a pretty silly use case, but also a data-intensive one; the things you'd actually want to do across municipalities are much simpler.

You could probably have Claude one-shot a municipal meetings notification service for you.

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