The AgentPilots blog

Notes on running lots of AI agents: agent management, MCP, approvals and keeping a fleet healthy.

Guide

What is an Agent Management System (AMS)?

An Agent Management System is mission control for people who run many AI agents: live status, approvals, activity and stall detection in one place. Here is how it differs from LLM observability.

Darren Liu · Oct 13, 2026 · 7 min read

MCP

MCP for monitoring: report agent status with 3 tools

A simple pattern for monitoring AI agents over the Model Context Protocol: report_status, report_step and report_message, when to call them, and how to connect Claude Code, Cursor, Codex and Grok Bot.

Darren Liu · Oct 13, 2026 · 7 min read

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