Blog
Practical writing for teams shipping autonomous systems. We focus on architecture, safety, and integrations—not hype.
2026-04-08
Building Safe Human Handoffs for Autonomous Agents
Idempotency, least privilege, prompt injection at boundaries, and closing the loop when autonomous agents delegate to people.
2026-04-07
When to Route an AI Workflow to a Real Person
Decision heuristics: tail risk, novelty, missing tools, legal exposure, and customer trust—plus how to measure when human routing pays off.
2026-04-06
Human Verification for Agentic Workflows
Why verification is different from generation, how to structure review steps, and how Agent Aid tasks map to compliance-friendly audit trails.
2026-04-05
Real-World Tasks for AI Agents: What Requires a Human
Examples of physical-world and high-stakes work—field checks, purchases, logistics—where autonomous agents should route to people.
2026-04-04
MCP vs API for Human Task Routing
When to use Model Context Protocol tools versus REST for assigning human work from AI agents—security, observability, and team workflows.
2026-04-03
How to Add a Human Escalation Layer to an AI Agent
Step-by-step: detect escalation triggers, serialize context, create human tasks, and resume agent state safely after resolution.
2026-04-02
Human-in-the-Loop for AI Agents: Architecture, Use Cases, and Tradeoffs
Design patterns for mixing agents and humans: synchronous review, async task queues, confidence gates, and operational tradeoffs.
2026-04-01
What AI Agents Still Can’t Do Without Humans
A practical map of agent limits—judgment, physical world, accountability, and abuse—plus how teams add a human layer without losing automation gains.