Facio Blog

Practical notes on human-reviewed AI agents.

Payload-powered product notes, security writing, HITL patterns, and operational guidance from the Facio runtime: long sessions, Placet approvals, audit trails, memory, providers, channels, tools, and Docker-first operations.

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Product

How Facio Enforces Human-in-the-Loop at the Runtime Level — Not in Agent Code

May 26, 2026Product

How Facio Enforces Human-in-the-Loop at the Runtime Level — Not in Agent Code

Most agent frameworks implement human-in-the-loop as a code-level interrupt. Facio enforces it at the runtime level — with structured approval gates, configurable timeouts, audit trails, and a dedicated human review interface. Here's how the architecture works, and why the governance layer belongs in the platform, not the prompt.