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 61-65 of 81 articles.
Product
Facio's built-in cron scheduler lets AI agents run recurring tasks autonomously — from daily compliance checks to hourly monitoring — without external infrastructure. Here's how the agent loop and scheduler work together, and why built-in scheduling is a hard requirement for production agent deployments.
Human-in-the-loop
From pre-execution gates to post-execution audits, the 5 production-tested human-in-the-loop patterns that reduce AI agent errors by 78% — and the anti-patterns that kill HITL systems.
Engineering
Talonic lets AI agents extract structured, schema-validated JSON from any document — PDFs, scans, spreadsheets, and forms. 782 stars, 8 MCP tools, and budget-aware extraction with per-field confidence scores.
Security
492 MCP servers exposed without authentication. 1,184 malicious agent skills. CVSS 9.1+ exploits. Why the Model Context Protocol is 2026's most urgent AI security surface — and how to lock it down.
Product
How tax advisors and Steuerberater can deploy Facio to automate recurring client workflows — from compliance monitoring to report generation — with mandatory human review and complete audit trails built in.