Professor Codephreak

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Professor Codephreak Software Engineer Machine Learning Platform Architect

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mindX as a protocol — living dangerously, and the comfort that follows

mindX as a protocol — living dangerously, and the comfort that follows

The danger in Claude Code’s dangerously-skip-permissions flag is not the flag — it is how fast a human stops reading the word ‘dangerously’, and what an a…

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mindX as a protocol — the agnostic module, mindX's horizontal scaling law

mindX as a protocol — the agnostic module, mindX’s horizontal scaling law

Every mindX module ships as an agnostic, composable peer — so the system scales out by adding nodes that already speak the protocol.

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mindXtrain — One-Command Qwen3 Fine-Tuning on AMD MI300X

mindXtrain is the first one-command Qwen3 fine-tuner natively optimized for AMD MI300X. It is the AMD-shaped half of the PYTHAI/DELTAVERSE stack: a single Python package that takes a YAML recipe and produces a trained, evaluated, FP8-quantized, served, and on-chain-anchored model — all on a single MI300X, all driven by a 60-second on-device autotune that pins kernel and collective choices before training starts. This post is the canonical landing page for the project. If you are […]

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