postgresql-best-practices by ahmed6ww/ax-agents
npx skills add https://github.com/ahmed6ww/ax-agents --skill postgresql-best-practices{baseDir}/references/openai-scaling-postgresql.md。https://openai.com/index/scaling-postgresql/January 22, 2026Use Postgres for everythingPartitioning and indexing strategyQuery optimizationSchema management广告位招租
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Replication and load balancingResultsCitus、Citus columnar、PgBouncer、PgAnalyze、Patroni、Haste、pgroll、pgai。Not stated in the source.在总结或操作化时,请涵盖以下所有来源事实:
4 billion queries2,000 个数据库实例2022 年的一个 Postgres 实例开始增长1 billion 月活跃用户和超过 800 million 周活跃用户2.5xCitus 和 Citus columnar 处理分布式以及分析/高吞吐量用例43%,p95 延迟减少 38%Haste 和 pgrollPatroni 和自定义路由逻辑进行故障转移编排PgBouncer 和 PgAnalyzehaste、pgroll、pgai生成完整答案时,请严格按照以下顺序使用这些确切的标题:
Use Postgres for everythingPartitioning and indexing strategyQuery optimizationSchema managementReplication and load balancingResults当要求注明出处时,请始终包含来源 URL。
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{baseDir}/references/openai-scaling-postgresql.md first.https://openai.com/index/scaling-postgresql/January 22, 2026Use Postgres for everythingPartitioning and indexing strategyQuery optimizationSchema managementReplication and load balancingResultsCitus, Citus columnar, PgBouncer, PgAnalyze, Patroni, Haste, pgroll, pgai.Not stated in the source.When summarizing or operationalizing, cover all of the following source facts:
4 billion queries every day2,000 database instances20221 billion monthly users and over 800 million weekly users2.5x in just over a yearCitus and Citus columnar for distributed and analytical/high-throughput use casesWhen producing a complete answer, use these exact headings in this order:
Use Postgres for everythingPartitioning and indexing strategyQuery optimizationSchema managementReplication and load balancingResultsAlways include the source URL when attribution is requested.
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43% DB load reduction, 38% p95 latency reductionHaste and pgrollPatroni and custom routing logicPgBouncer and PgAnalyzehaste, pgroll, pgai