Agent operations
Choosing the first AI agent workflow for your team
May 15, 2026Agent operations
Choosing the first AI agent workflow for your team
A simple way to choose the first AI agent workflow without starting with your riskiest process.
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 76-80 of 81 articles.
Human-in-the-loop
Designing human review checkpoints for AI agents
May 15, 2026Human-in-the-loop
Designing human review checkpoints for AI agents
A practical model for Placet-style review checkpoints: intent, evidence, side effects, credential scope, audit trail, and resumable follow-up.
Engineering
MCP Spotlight: HoneyLabs — Ground-Truth Threat Intelligence From a Honeypot Fleet, Direct to Your Agent
Draft date pendingEngineering
MCP Spotlight: HoneyLabs — Ground-Truth Threat Intelligence From a Honeypot Fleet, Direct to Your Agent
HoneyLabs gives agents ground-truth threat intelligence from its own honeypot fleet — not repackaged third-party data. 7 tools for IOC lookup, fingerprint search, attack timelines, and ASN enrichment. Free tier: 500 credits/day.
Security
250 Poisoned Documents: The AI Supply Chain Backdoor You Can't Patch
Draft date pendingSecurity
250 Poisoned Documents: The AI Supply Chain Backdoor You Can't Patch
250 poisoned documents — that's all it takes to create a permanent backdoor in any AI model, regardless of size or training data volume. Anthropic's 2025 research changed the threat model overnight. Here's what it means for enterprise AI security.
Product
Agent Skills in Facio: Packaging Domain Expertise Into Reusable Agent Modules
Draft date pendingProduct
Agent Skills in Facio: Packaging Domain Expertise Into Reusable Agent Modules
Agent Skills, the open standard created by Anthropic, lets you package domain expertise into composable modules. Facio extends the standard with workspace management, one-command creation, and MCP integration — turning general-purpose agents into specialized tools for your exact workflows.