devkernels

Writing · Field Notes

Notes from the systems I ship.

Deep-dives on distributed systems, multi-agent AI, and the infra that runs underneath. No lifestyle takes. No AI hype. Just what I've learned shipping production software.

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The reason most coding agents fail isn't the model — it's the architecture

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One engineering deep-dive per week. Distributed systems, AI infra, the stuff I actually ship. No fluff.