Human-in-the-Loop

8 pages in this section.

Privilege Rings: Scoping What an Agent Can Do Without Asking

Learn how privilege rings scope agent actions based on risk, allowing low-risk tasks to run freely while high-risk actions require human approval.

Python Human In The Loop Explainer Privilege

Human-in-the-Loop Basics

Learn human-in-the-loop agent control with 8 Python examples. Classify tool risk, pause external sends, and manage approval decisions.

Python Human In The Loop Basics Approval

Building an Approval Gate Before Irreversible Actions

Implement an approval gate for high-stakes agent actions. Learn to classify tools, intercept calls, persist decisions, and execute idempotently.

Python Human In The Loop Approval Gate

Kill Switches: Stopping a Runaway Agent Mid-Execution

Python Human In The Loop Advanced Kill

Designing Escalation Paths When an Agent Gets Stuck

Learn to design escalation paths for AI agents. Detect stuck states, package escalation briefs, route to human reviewers, and resume agents with human input.

Python Human In The Loop Escalation Stuck

Audit Trails: Logging Every Agent Action for Later Review

Python Human In The Loop Advanced Audit

Common Guardrail Mistakes That Undermine Human Oversight

Identify common human-in-the-loop guardrail mistakes like rubber-stamp approvals or approving titles instead of payloads, and learn how to fix them.

Python Human In The Loop List Mistakes

Human-in-the-Loop Best Practices

Learn ten best practices for designing human-in-the-loop systems, including scoping autonomy, implementing approval gates, and managing escalations.

Python Human In The Loop Best Practices List

Human-in-the-Loop

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Human-in-the-Loop