Writing

Things I figured out, wrote down, and decided to share.

Third set of notes from building Samvad. How the Coverage Report gets assembled and what it took to ship it — including a timeline the model doesn't get a vote on.

ragllmagentspostgresside-project

A follow-up on building Samvad. I went back to fix the three things I said I'd change, and ended up rebuilding retrieval from scratch — and pulling the model out of a job I never should have given it.

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Notes from building Samvad: a four-agent pipeline that answers questions about Indian news coverage and shows its sources. What worked, what surprised me, and what I'd change.

ragllmagentspostgresside-project

A short reflection on Agency, Consistency, and Ego — a simple framework that’s helped me shape goals and momentum, and might do the same for you.

Self GrowthMindsetProductivity
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