{"slug": "6-checks-before-merging-ai-agent-generated-code", "title": "6 checks before merging AI-agent generated code", "summary": "A developer has published a checklist for reviewing AI-agent-generated code before merging, highlighting risky areas such as dependency changes, sensitive paths, and missing tests. The checklist is packaged as a Python CLI tool that scores diffs to flag potential issues. The developer invites community feedback on additional risk categories.", "body_md": "AI coding agents are useful because they can make large changes quickly.\n\nThat is also the reason I do not want to merge their patches just because the final answer says “done”.\n\nThe risky failure mode is not usually obvious broken code. It is a plausible patch that quietly touches a risky area.\n\nHere is the checklist I use before merging AI-agent generated diffs.\n\nLook for package files and lockfiles:\n\n`package.json`\n\n`requirements.txt`\n\n`pyproject.toml`\n\n`go.mod`\n\nDependency changes should get explicit review. A tiny source diff plus a large dependency change is not tiny.\n\nSlow down if the patch touches:\n\n`.env`\n\nparsing,These are exactly the areas where “it builds” is not enough.\n\nNot every patch needs new tests, but source changes with zero test changes should be visible in review.\n\nAt minimum, the author/agent should provide real command output showing what was run.\n\nLarge generated files can bury important edits.\n\nIf a patch changes a minified file, lockfile, generated client, or build artifact, review the source of that generated output too.\n\nSearch for suspicious strings:\n\n`api_key`\n\n`token`\n\n`secret`\n\n`password`\n\nEven test fixtures deserve a second look.\n\nI want to see the command and real result, not just a summary.\n\nGood:\n\n```\nnpm test\n18 passed\n```\n\nWeak:\n\n```\nTests should pass.\n```\n\nI packaged this workflow as a small local Python CLI that scores a unified diff before merge.\n\nExample:\n\n```\ngit diff > change.patch\npython src/agent_change_risk_auditor.py audit --diff change.patch\n```\n\nIt flags dependency changes, sensitive paths, source-without-tests, large/generated changes, and secret-like literals.\n\nThe point is not to replace human review. The point is to make “slow down and inspect this patch” visible before merge.\n\nI put the checklist and example report here:\n\nThere is also a small paid Gumroad kit for teams that want the source, CI template, and Pro workflow pack:\n\nQuestion: what risk category would you add to this checklist for AI-generated patches?", "url": "https://wpnews.pro/news/6-checks-before-merging-ai-agent-generated-code", "canonical_source": "https://dev.to/marcin_brzozka_ff45b1ccb6/6-checks-before-merging-ai-agent-generated-code-dmg", "published_at": "2026-06-26 16:36:07+00:00", "updated_at": "2026-06-26 17:03:47.095004+00:00", "lang": "en", "topics": ["ai-agents", "developer-tools", "ai-safety", "generative-ai", "large-language-models"], "entities": ["Python", "Gumroad"], "alternates": {"html": "https://wpnews.pro/news/6-checks-before-merging-ai-agent-generated-code", "markdown": "https://wpnews.pro/news/6-checks-before-merging-ai-agent-generated-code.md", "text": "https://wpnews.pro/news/6-checks-before-merging-ai-agent-generated-code.txt", "jsonld": "https://wpnews.pro/news/6-checks-before-merging-ai-agent-generated-code.jsonld"}}