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 151-155 of 235 articles.
Human-in-the-loop
Customer-facing AI agents face a HITL paradox: customers want instant resolution, but mistakes are measured in churn and compliance exposure. Here's how to design the approval routing for refunds, cancellations, and account changes that delivers speed without sacrificing safety.
Engineering
IONOS CLOUD's official MCP server gives AI agents 100+ read-only tools across compute, DNS, object storage, billing, certificates, and activity logs — running as a local binary that calls IONOS directly with no third-party relay.
Product
AI agents that can't execute code are research tools, not workers. Facio's exec tool gives agents controlled access to a real shell — with configurable timeouts, output truncation, dangerous-command blocking, and full audit trails. Here's how the safety architecture works and why it matters for production agents.
Security
Traditional DLP inspects the perimeter. AI agents operate inside it — reading customer records, summarizing financial PDFs, calling APIs. 78% of employees already use unsanctioned AI tools. Your content inspection was designed for a world where users paste data into form fields. Now the form fields think.
Engineering
AI Design Blueprint exposes 13 read-only MCP tools covering 10 production-tested principles for safe, observable, and steerable agent UX — with 96+ implementation examples and a paid Blueprint Readiness Score for repo-level governance review.