Your question is Automate Away Operational Toil. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You’re looking at a DevOps environment where engineers still spend meaningful time on repetitive operational work like manual deploy checks, recurring incident triage steps, credential rotation follow-ups, and routine requests from internal teams using Claude Code and the Anthropic API. You want to reduce that toil without creating brittle automation that adds new failure modes or hides important operational signals.
How do you automate away operational toil?