I use open source to help people evolve, I take pleasure in seeing people evolve

Absence is the compatibility contract


MCP 2026-07-28 deleted the initialize handshake and protocol-level sessions. My proxy sits on both sides of that wire and every backend it talks to is still on the old revision, so picking one was never an option. This is how I got two protocol eras to share one codebase, and the four defects a green test suite never showed me.
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Obcecado por resultado


Negócio, esporte, família. Sou obcecado por resultado em tudo que assumo, e parei de me desculpar por isso.
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The model was never the bottleneck


We bought a design studio to make our models better. The bottleneck in ML was never accuracy, it's the handoff to the human who decides.
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Open Source Contributions - July 2026


Open source activity in July 2026: PRs, reviews, issues, comments across multiple repositories.
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