guided-human-execution

Human-in-the-loop workflow execution splits multi-step tasks between safe autonomous agent actions and high-risk human actions, requiring explicit approval at each step before proceeding. This structured rhythm keeps both you and the agent aligned without overwhelming you.

To walk through a multi-step task step-by-step, ask the agent to guide you one step at a time, confirming each action before proceeding. The agent dynamically adjusts step sizes based on risk level and tracks state for long-running workflows.

Yes, safety gates require explicit human approval for irreversible, destructive, or security-sensitive actions like production deployments and billing changes. The agent pauses execution and waits for your confirmation before proceeding with these high-risk steps.

Dynamic chunking in task execution adjusts the size of each step based on its risk level, breaking down high-risk or complex actions into smaller, manageable pieces. This prevents overwhelm and ensures you maintain control over sensitive operations.

Yes, this workflow approach explicitly supports scenarios requiring human judgment, UI access, and credential entry. The agent coordinates the workflow while you handle the physical UI navigation and input credentials at the designated safety gates.

Unstructured multi-step processes feel overwhelming because they lack clear pacing and risk boundaries. You fix this by applying a structured execution rhythm with dynamic chunking and mandatory safety gates, ensuring you only focus on one approved step at a time.