Viewing profile — apoorvas20

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 st…

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 w…

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 bottlene…