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  "path": "/t/how-to-achieve-greater-code-refactoring-automation/1385318#post_3",
  "publishedAt": "2026-07-01T06:45:43.000Z",
  "site": "https://community.openai.com",
  "textContent": "Since you already have Git, Codex CLI, Playwright, lint/smoke, and checkpoints, I would not try to make it fully autonomous first. The safer speed-up is to move one complete loop onto the staging box and make Codex own only that loop.\n\nA workable pattern is: create one issue class at a time, for example one PHP 8.3 fatal/error family, let Codex inspect files and propose a small patch, require it to run the exact lint/smoke commands, then force it to stop with a diff plus command transcript before commit. Keep ChatGPT for deciding the next batch and reviewing failures, not for copying every command output.\n\nThe main guardrail I would add is a per-task contract: allowed paths, max files changed, required tests, and a rollback/checkpoint command. That should remove most paste-back work without giving a tool permission to rewrite the whole modernization in one run.",
  "title": "How to achieve greater code refactoring automation?"
}