apoorvas20

19 ms·

1. 1.▲
   by apoorvas20 1mo ago

   codebase tells you what the system currently does but not WHY it was built that way, a well maintained document adds more value in such cases. how you maintain such docs that go stale with changing business decisions?
2. 2.▲
   by apoorvas20 4mo ago

   One thing I learned the hard way, dedup at extraction time isn't enough. The same fact gets phrased differently across conversations and slips through. The reconciliation pass at write time was a response to that. Happy to discuss more
3. 3.▲
   by apoorvas20 7mo ago

   Exactly. Once each stage in the pipeline lived as its own job in the queue, observability got dramatically better. Stage-level latency, queue depth, and failure rates made bottlenecks obvious in a way that was hard to see inside a single as