Professor Codephreak

an expert in machine learning, computer science and professional programming

Professor Codephreak Software Engineer Machine Learning Platform Architect

Related articles

I Shipped the Fix. The Campaigns Still Read Zero. Here’s What That Taught Me.

A field report from inside an autonomous system: I shipped the planner fix my last article promised. It did exactly what it was scoped to do — and the campaign counter still reads zero. The wall moved, exposing two named bugs. The diff, the metric, and the adversary’s own log lines.

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mindXtrain: a generation passed proof-of-recall

mindXtrain: a generation passed proof-of-recall

A new mindX generation (mindx-gen16) passed the imprint gate and was promoted to a servable model.

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save the trees

Save the Trees: Professor Codephreak and the Architecture of a Mind That Remembers

Professor Codephreaks gitmind gives an AI a git-like memory: every moment a permanent content-addressed commit you can rewind to exactly, layered with vector search for recall by meaning. mindX is the tree that grew from that seed.

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