Working With AI Agents

Agentic coding is most useful when it leaves a trail that a human can inspect.

A small operating loop

• Start with a concrete outcome.
• Keep edits scoped to the task.
• Run the smallest verification that proves the change.
• Review the diff before pushing.
• Write down the assumptions that still matter.

Automation can move fast. The review trail is what keeps that speed usable.