{
  "id": 17915971,
  "title": "Postgres 19 Proves It: AI Finds Bugs Faster Than We Fix Them",
  "url": "https://urgent.news/2026/11/03/postgres-19-proves-it-ai-finds-bugs-faster-than-we-fix-them",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-03T05:36:12.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/max_quimby/postgres-19-proves-it-ai-finds-bugs-faster-than-we-fix-them-3d6e"
  },
  "original_language": "en",
  "account": "PostgreSQL 19 faced delays and feature reverts due to AI-assisted code review uncovering bugs more swiftly than human committers could handle. The release was initially scheduled for October but was pushed to November 19, 2026, after three major features were reverted. Between August and September 2026, the project saw a 74% increase in back-patch commits, indicating the strain caused by the surge in bug reports. While PostgreSQL committer Robert Haas acknowledged that the codebase's quality remained unchanged, the shift in bottleneck from writing code to verifying it became apparent. Automated tools could flag issues at breakneck speed, but the human element of validating those fixes remained labor-intensive and limited. This phenomenon is not unique to PostgreSQL; other open-source projects are grappling with the same issue, with a Linux Foundation survey revealing that many maintainers find close to a third of incoming code changes to be of low quality or AI-generated. Enterprises are also feeling the impact, with Qodo's report indicating that reviewing AI-generated code is the top bottleneck for developers. The core problem lies in the fact that while AI can efficiently generate content, the process of ensuring its correctness and suitability for production remains heavily reliant on human expertise, which cannot scale linearly with increasing complexity.",
  "summary": "Postgres 19 Proves It: AI Finds Bugs Faster Than We Fix Them PostgreSQL 19 was supposed to ship in October. Instead, the release slipped to November 19, three major features were reverted, and the project's back-patch commit rate jumped 74% year over year. The cause? LLM-assisted code review surfaced bugs in the decades-old codebase faster than the project's human committers could triage and fix…",
  "key_points": [
    "AI-assisted code review in PostgreSQL 19 discovered bugs faster than humans",
    "Release delayed from October to November 19, 2026 due to feature reverts",
    "74% increase in back-patch commits between August and September 2026"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}