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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. 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. Boris Tane 12 min read
  2. 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. Boris Tane 14 min read

Nobody should be on-call. Polylane watches your infra, finds what broke, and writes the fix.

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