如何让Claude代码自动修复CI中的破坏性API变更

AI coding assistants are effective at generating code, but they can inadvertently break API contracts. A workflow was developed where Claude Code reads structured CI output to identify breaking changes and automatically fixes them. Existing OpenAPI specifications often go unchecked during pull requests, and tools like Spectral validate specifications in isolation without comparing old and new versions. This oversight can lead to critical changes, such as altering a response field type from string to integer, which disrupts downstream consumers. A tool that diffs the specification against the base branch on every pull request is essential to catch and rectify these potential breaking changes promptly.