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AI in CI Should Not Replace Your Tools. It Should Read the Evidence.

sreeni.blog · published 18 July 2026

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AI Code Review in CI: Codex Cloud vs GitHub Actions vs CodeRabbit Read at the source ↗
sreeni.blog
https://github.com/smakam/doctor-parser
github.com
https://github.com/openai/codex-action
github.com
https://docs.astral.sh/ruff/integrations/
docs.astral.sh
https://bandit.readthedocs.io/en/latest/ci-cd/github-actions.html
bandit.readthedocs.io
https://github.com/smakam/doctor-parser/blob/main/.github/workflows/ci-evidence-report.yml
github.com
https://github.com/smakam/doctor-parser/blob/e3e93e8b79cdd73418466e76c479315c172124c0/.github/workflows/ci-evidence-report.yml
github.com
https://github.com/smakam/doctor-parser/blob/main/.github/codex/prompts/targeted-test-generation.md
github.com
https://github.com/smakam/doctor-parser/blob/main/.github/codex/prompts/ci-final-report.md
github.com
https://sreeni.blog/wp-content/uploads/2026/07/image-12.png
sreeni.blog
https://github.com/smakam/doctor-parser/pull/9
github.com
https://github.com/smakam/doctor-parser/pull/8
github.com
https://sreeni.blog/wp-content/uploads/2026/07/image-13.png
sreeni.blog
https://sreeni.blog/wp-content/uploads/2026/07/image-14.png
sreeni.blog
https://github.com/smakam/doctor-parser/pull/11
github.com
https://sreeni.blog/wp-content/uploads/2026/07/image-15.png
sreeni.blog
https://sreeni.blog/wp-content/uploads/2026/07/image-16.png
sreeni.blog
https://github.com/smakam/doctor-parser/pull/7
github.com
https://docs.github.com/en/actions/concepts/workflows-and-actions/workflows
docs.github.com
https://docs.github.com/en/actions/reference/workflows-and-actions/workflow-syntax
docs.github.com
https://docs.github.com/en/actions/concepts/workflows-and-actions/workflow-artifacts
docs.github.com
https://docs.pytest.org/en/9.0.x/reference/exit-codes.html
docs.pytest.org
https://developers.openai.com/api/docs/models/gpt-5.4
developers.openai.com
https://developers.openai.com/api/docs/models/compare
developers.openai.com
https://docs.github.com/en/billing/reference/actions-runner-pricing
docs.github.com
https://docs.coderabbit.ai/management/plans
docs.coderabbit.ai