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Write-ups
Long-form, honest accounts of the things I build, with the numbers, the receipts, and the failures kept in.
September 2026 · 13 min read
Armaz World
Three Arabic-speaking agents on a shared log file, a rule that nothing could be scripted, and the line that proved nothing emerged.
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July 2026 · 10 min read
I ran a 122-billion-parameter model on a $400 GPU without changing a single weight
My GPU has 16 GB of VRAM. The model needs 234 GB just to sit on disk. The story of Tarfa, an inference engine built in 23 days that streams exactly the experts each token asks for, bit-identical BF16, SHA-256-verified, and why "exact" turned out to be the whole point.
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