Start with a clear outcome.
I understand your workflow, define the result that matters, and agree on boundaries—what the agent can handle and when people should step in.
How I build with AI
Agent loop.
Three agents I’ve built.
From workflow to agent.
PeopleQuestionsPriorities
Discuss the work. Define the need.ContextToolsHandoffs
How I shape a workflowTestTraceImprove
How I improve an agent