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Practical guides on Postgres performance, query tuning, and schema design.
Reading EXPLAIN Plans
Understand every node in a Postgres EXPLAIN ANALYZE output — seq scans, index scans, hash joins, sort spills, and more.
Postgres Query Regression Detection
Use pg_stat_statements baselines and delta analysis to catch query regressions before they reach production.
Postgres MVCC Internals
How xmin/xmax tuple headers, snapshot isolation, and vacuum work together — and why long transactions are dangerous.
Postgres Autovacuum Tuning
Default autovacuum settings fail large tables. Learn the threshold math and per-table configuration to keep bloat under control.
Postgres Index Bloat: Detection and Cleanup
How dead index entries accumulate, how to measure bloat with pgstattuple, and how to rebuild indexes without downtime.
Postgres Connection Pooling with PgBouncer
Why Postgres connections are expensive, how PgBouncer transaction-mode pooling works, and how to size your pool correctly.
Postgres Table Partitioning
Range, list, and hash declarative partitioning, partition pruning, index strategies, and the operational pitfalls teams hit in production.
Postgres WAL and Replication
How WAL provides durability, physical vs logical replication, replication slot lag risks, and how to monitor standby lag.
Postgres Lock Types and Deadlocks
Relation locks, row-level locks, advisory locks, how to read pg_locks, and how to prevent deadlocks before they reach production.
pg_stat_statements: Query Performance Monitoring
Enable pg_stat_statements, find the top query cost drivers by total_time and mean_time, and set a snapshot and reset cadence.