From Half a Day to a Coffee Break

Keeping a knowledge base current in minutes instead of half a day, by never rebuilding what has not changed.

August 14, 2026 · 14 min

I'm Ashwin. I build threat intelligence platforms and write about the engineering decisions behind them.

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