Ai-agents

Agent systems scale only when you define what is automatable, what is semi-automatic, and what must remain human-controlled.

A practical framework for deciding where AI agents should run autonomously and where human review remains non-negotiable.

Claude Code is strong for local reasoning and implementation, but it is most valuable when used as an execution engine inside a clear workflow.