Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil

The article discusses how coding agents like Claude Code are automating the 'inner loop' of development, but the operational toil for SREs (e.g., incident response) remains inefficient. The core problem isn't the AI models themselves, but the lack of robust infrastructure to run agentic tools across teams in production environments with necessary security and audit guarantees.