A staged approach to verifying AI-generated code
What happened
On October 18, a Hacker News front-page post covered Mihai's process for checking code written by AI coding agents: AI code review, automated tests, security scans and human review. The post compares review flows in RoboRev, Claude Code Review, Codex, GitHub Copilot and Cursor Bugbot, and gives GitHub Actions examples that split checks across commit, PR, deploy and production stages. The post states these examples are not ready to use as a full CI config.
Written by AI from the coverage · updated 2 hours ago
Coverage
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- Hacker News front pageAI Can Write the Code. Who Verifies It?
Mihai 提出将 AI 代码审查、自动化测试、安全扫描与人工复核结合，验证 AI 编码智能体生成的代码。文章比较 RoboRev、Claude Code Review、Codex、GitHub Copilot 和 Cursor Bugbot 的审查流程，并给出按提交、PR、部署及生产阶段分配检查的 GitHub Actions 示例，明确示例不能直接作为完整 CI 配置使用。
Heat over time
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