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02 / Field notes

Lab notes.

Technical notes on operating AI agents, evaluating failures, and building reliable context systems.

Featured dispatchJul 7, 2026 7 min read

Why We Break Agents on Purpose

We found that the only way to build truly robust autonomous systems is to subject them to chaotic, adversarial environments.

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Archive

02 entries
02

The Architecture of the Crumbles Agent Layer

How Tracey and Atlas form the platform underneath Clara and Riley—the full-stack products that put agents to work.

Jun 22, 2026
03

What Production Multi-Agent Systems Actually Need

Multi-agent systems are becoming distributed software. The hard problems are no longer prompts—they are contracts, context, observability, and controlled autonomy.

May 14, 2026