Agents shine on bounded tasks with clear inputs: triage support tickets, draft checklists, summarize logs.
They fail when asked to run unsupervised production changes. Pair agents with explicit approval steps and observable outputs.
Think · 2026-07-12
Where AI agents actually help operations
Patterns that reduce busywork without inventing brittle automation theater.