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WHOOP's Better Sleep → Better Recovery Claim Partially Proves Itself?
My WHOOP recently claimed that 81+% sleep performance leads to an 11% improvement in recovery, but this felt self-fulfilling by construction. I decided to investigate.
May 13, 2026
Mixture of Experts (MoE) from Scratch
A from scratch MoE decoder, plus a compact guide to MoEs, with implementation details and results I wish I had seen before I started.
April 27, 2026
Old Pochmann Trainer
I set myself a challenge this year to solve the 3x3 Rubik's cube blindfolded; it's been great fun - to help, I built a simple trainer app so I could practise.
March 20, 2026
Extending the RAG Pipeline in My AI FPL Agent, Part II: Scale
I extended my FPL agent's RAG pipeline with embedding-based shortlisting - so the model sees less noise and makes better picks.
February 22, 2026
Extending the RAG Pipeline in My AI FPL Agent, Part I: Enrichments
I extended my FPL agent's RAG pipeline with injury context and expert insights - so the model gets more detailed insights and can make better picks.
February 15, 2026