Facio Blog
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 141-145 of 235 articles.
Human-in-the-loop
Human reviewers make mistakes. They rubber-stamp at 3am, they read on their phones and miss context, they apply different standards on different days. Treating HITL as "the human is the final check" creates a single point of failure — and a regulatory one. Here's how to design for the human being imperfect.
Engineering
Brilliant Directories' official MCP server exposes 100 tools covering every resource in the platform — members, posts, leads, reviews, pages, forms, plans — with an OpenAPI 3.1 spec, two install paths, and granular permission gating that lets you turn off destructive operations in the BD Admin.
Product
Most AI agent platforms route customer data through US-hosted infrastructure by default. For European businesses, that's a compliance incident waiting to happen. Facio is built in the EU, for the EU, and the architecture is DSGVO-native from the ground up — data residency, processing boundaries, audit trails, and HITL gating all designed around European data protection requirements. Here's what DSGVO-native actually means and why it matters for production agents.
Engineering
Dodo Payments ships the first MCP plugin I've seen that distributes 8 skills + 2 MCP servers across Claude Code, Codex CLI, Cursor, and OpenCode from a single source — with browser OAuth as the default auth flow.
Product
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.