Postgres Performance Guides: Indexing, Query Tuning & Autovacuum
Practical guides on Postgres query performance — reading EXPLAIN ANALYZE output, pg_stat_statements triage, index DDL, write-path impact, and autovacuum tuning. These notes are informed by real query reviews submitted to Querk by engineers at scale-ups and enterprises.
Stop reading and start fixing: paste your slow query into the Querk Postgres query reviewer and get index DDL, rewrite suggestions, and write-path impact in ~30 seconds. First three reviews are free.
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Zero-Downtime Postgres Migrations on an SMB Budget
July 29, 2026
Adding columns, backfilling, and dropping indexes without pager pain — without a dedicated platform team.
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Autovacuum Tuning for the SMB: A Field Guide
July 28, 2026
The 3 tables worth manual autovacuum tuning and the rest that should stay on defaults.
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Postgres as a Queue: The Locking Hotspot Pattern
July 27, 2026
Why SELECT ... FOR UPDATE queues silently deadlock past 500 jobs/sec and what to do about it.
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Reading EXPLAIN ANALYZE Without a DBA: A 15-Minute Guide
July 24, 2026
The four patterns that explain 80% of slow queries when you read an execution plan for the first time.
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Five Cases Where a Partial Index Is the Right Answer
July 23, 2026
Workload patterns where a small, partial index dramatically outperforms the obvious full index.
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AWS RDS Performance Insights vs. Third-Party Tools in 2026
July 22, 2026
What Performance Insights covers, what Pganalyze still wins at, and where a human DBA beats both.
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Spotting N+1s in Your ORM Before They Page You at 3 AM
July 21, 2026
The pattern that takes a 50 ms endpoint to 2 s under load — how to find and fix it in Rails, Django, Hibernate, and Prisma.
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Reading pg_stat_statements: A Practical SMB Workflow
July 20, 2026
A step-by-step process for 2–5 person engineering teams to extract the real slow queries worth fixing first.
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The Hidden Write Cost of 'Just Add an Index'
July 17, 2026
Every new composite index speeds reads but slows writes — how to quantify the tradeoff before you CREATE INDEX.
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When to Trust Your DBA, Not Your AI: Safe Slow-Query Review
July 16, 2026
Why autonomous query optimizers are dangerous in production and how expert-assist workflows catch what AI misses.
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The 9-Step Postgres Major-Upgrade Playbook for Teams Without DevOps
July 15, 2026
From version check to cutover to rollback plan — what a 3-person engineering team actually needs to run a major upgrade.
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Slow-Query Review Without Seeing Your Data
July 14, 2026
How a schema-only clone + query log lets outside experts diagnose performance without touching customer rows.
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How the Postgres Query Planner Picks a Plan
June 30, 2026
A senior-DBA walkthrough of how the postgres query planner uses statistics and a cost model to pick scans and joins, and how to read it in EXPLAIN.
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pg_stat_statements Tutorial: Find Slow Queries
June 30, 2026
A practical pg_stat_statements tutorial: enable the extension, read its key columns, and triage the real top offenders in your Postgres database.
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Postgres Bloat: Autovacuum and VACUUM Tuning
June 30, 2026
How Postgres bloat happens through MVCC dead tuples, how autovacuum works, and how to tune vacuum thresholds and run VACUUM and REINDEX safely.
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How Postgres Parallel Query Execution Works
June 30, 2026
How parallel query execution works in Postgres: parallel workers, gather nodes, planner GUCs like max_parallel_workers_per_gather, and when it helps.
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PgBouncer Connection Pooling: Modes and Sizing
June 30, 2026
PgBouncer connection pooling explained: session vs transaction pool modes, how to size a Postgres connection pool, and prepared-statement traps to avoid.
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Postgres Index Types: BRIN, GIN, GiST & More
June 30, 2026
A practical tour of Postgres index types beyond B-tree — when to use a BRIN index, GIN index, or GiST index, and where Hash and SP-GiST fit.
