27 November 2025 / Applied AI / 8 chapters

Self-hosting an AI agent: architecture, observability and recovery

Gold contact pads and fine traces on a dark printed circuit board.
Photo: Vishnu Mohanan (opens in a new tab)
Read the Introduction

A self-hosted agent can look perfectly fine while its memory store, tool credentials or job runner is down. I'd start with those half-broken states and build the health checks and recovery tests around them.

Chapter 1: When the agent looks fine and isn't

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