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.

Showing 191-195 of 281 articles.

Product

From Prototype to Production: Facio's Readiness Checklist for AI Agents That Actually Ship

Jun 13, 2026Product

From Prototype to Production: Facio's Readiness Checklist for AI Agents That Actually Ship

A working AI agent prototype is not a production AI agent. The gap between "it works on my machine" and "it works in production for 247 enterprise customers" is where most agent projects die. Facio's architecture is built around a production readiness checklist — the six pillars that turn a clever demo into a reliable system. Here's what they are, why they matter, and how Facio addresses each.

Product

Facio's Tool Architecture: How a Composable Runtime Turns LLM Calls Into Real-World Actions

Jun 12, 2026Product

Facio's Tool Architecture: How a Composable Runtime Turns LLM Calls Into Real-World Actions

An LLM that can only generate text is a research tool, not a worker. The real power of AI agents comes from tools — the structured interface that turns model reasoning into real-world actions. Facio's tool architecture is built for composability: every tool follows the same patterns, every tool respects HITL boundaries, and every tool can be combined with every other tool to build workflows that no single tool enables. Here's how the architecture works.