AI x Production: coding agents, MCP and autofix
Giving coding agents production context, letting AI open fixes safely, and building software that operates itself.
2 articles
- 1 How to use Claude Code to debug production issues Debug production issues with Claude Code: get logs and traces into the session, test hypotheses against evidence, stay read-only and ship a verified fix. 12 min read
- 2 How to keep AI coding agents from breaking production Stop AI coding agents breaking production: scoped credentials, branch protection they can't bypass, required checks that block, and production-aware review. 14 min read