Agent runtime
Human Approval
Approval gates for workflows where correctness, risk, or accountability require human judgment.
Operating principle
Production AI is not a prompt. It is a system of context, tools, permissions, traces, evals, and feedback loops.
Keep humans where they matter
Human-in-the-loop design should not be a panic button. It should be encoded into the workflow where risk, confidence, cost, or policy requires review.
Related resources
Agent Runtime
The execution layer for event-driven agents: routing, tool calls, approvals, memory, retries, traces, and deployment controls.
Governance
The policy layer for data access, tool permissions, human approvals, audit trails, and deployment boundaries.
Agent Observability
Trace-level visibility into model calls, retrieval, tools, decisions, approvals, costs, and failures.