<CarlosDev/>

Notes

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Field notes, long-form articles, manuals, and decision records — written while building, kept current or explicitly marked stale.

Article

MHS is not MCP for hardware

Anthropic opened its hardware standard on 27 August as a closed research preview. It is not built on MCP, and the number worth quoting comes from a laser lab.

7 min read

Model Hardware Standard banner — one driver surface, not MCP.

Article

What Chandra's 85.9% OCR score does not tell you

An open 5B model beats Gemini and GPT-5 Mini at document OCR. Two things the leaderboard omits: who wrote the benchmark, and what the licence permits.

6 min read

Chandra OCR banner — what an 85.9% score leaves out.