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Claude Impact Lab LA: Community Changed the Code

Eighty minutes into building with three people I had met that morning, I renamed the idea I brought with me. 21:05 Rename the product to Civiq and c…

aicivictechcommunityclaude
Dev.to Aug 16, 2026, 00:32 UTC
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Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

Built a text classifier that routes Indian citizen grievances (Hindi / Hinglish / English, code-mixed) into 14 government department categories , us…

machinelearningnlppythoncivictech
Dev.to Jul 21, 2026, 04:56 UTC
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What it took to put six cities' affordable housing data on one map

I had a screen open with NYC's HPD pipeline dataset on the left and San Francisco's MOHCD dataset on the right, and I was trying to answer what shou…

postgrespostgiscivictechnextjs
Dev.to May 17, 2026, 17:16 UTC
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Build Club Week Two: The PRD doesn't catch everything

Last week I posted that I had no code, just the work that makes the code possible. The PRD, the prompt spec, the architecture doc, the build brief f…

womenintechbuildinpubliccivictechaws
Dev.to May 3, 2026, 19:19 UTC

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