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Learning22d ago·1 entry

I finally understood Postgres indexes the hard way

I used to think more indexes always meant faster queries. Production taught me about write amplification and table bloat instead. We had three indexes that nothing queried, slowing every insert. EXPLAIN ANALYZE finally showed which plans actually used which indexes. After dropping the dead ones, writes got healthier without hurting reads. Now I review unused indexes in the same ritual as reviewing slow queries.

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#sql #performance #postgres

DDeepika Reddy Read →

Problem solving23d ago·1 entry

a silent 502 that only hit 2% of traffic

No spike in CPU. Error budgets looked fine at a glance. Users still reported blank pages in a thin slice of traffic. Logs only showed upstream resets with no clear application exception. The culprit was a stale keep-alive timeout between nginx and the app. Aligning idle timeouts stopped the intermittent 502s within an hour. We also added a dashboard for upstream reset reasons so the next page is faster.

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#NGINX #debugging #networking

Deepika Reddy

Deepika Reddy

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I finally understood Postgres indexes the hard way

a silent 502 that only hit 2% of traffic