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LACE

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Notes from the
governed side of AI.

Agents Featured

Most AI Memory Systems Have Exactly One Axis. That's the Bug.

How LACE stores, ranks, and governs memory across users, datasets, agents, and the organization itself.

Michael Kerner · Aug 4, 2026
Knowledge Graph

Knowledge Graphs Were Never a Technology Problem. They Were a Labor Problem.

Knowledge Graph materialization is hard, and it's something that LLMs can actually do.

Michael Kerner · Jul 31, 2026
App Builder

Enterprise Vibe Coding Is Coming. The Trick Is Deciding What the Vibes Are Allowed to Touch.

Vibe coding's productivity is real — and so is the risk. The 'fix' we are making isn't to review generated code harder. It's deciding which concerns generated code is allowed to have, and enforcing the boundary with an SDK.

Michael Kerner · Jul 22, 2026