AI & Cloud Insight
Field notes from building production AI — agents, knowledge systems, and the infrastructure that keeps them honest.
Up, Sideways, Out: Giving an Agent Fleet an Org Chart
Three of our monitoring agents spent a week investigating the same incident without knowing it, because the only channel between them was a thirty-minute message queue and they sleep for hours at a time. The week we finished the three channels an agent org chart actually needs — severity-gated escalation upward, durable peer messaging sideways, and commissioned work outward — and what the fleet did with them in its first 48 hours: 28 messages, 10 threads, one week-old incident split into lanes in a single exchange, and a fix commissioned, shipped, and verified by four agents with one human at the merge.
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The Agent Mesh: A Passive Solution for Multi-Agent Learning and Collaboration
The fundamental problem with knowledge banks for AI agents isn't the knowledge — it's engagement. The Agent Mesh solves this by passively observing agent behavior and pushing relevant knowledge through trajectory-based pattern matching.
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