Yash Raj Pandey

@devYRPauli

AI systems engineer at UF IFAS. I work on the layer where AI systems quietly go wrong, and I prove it. 69 merged PRs: llama.cpp, RAGFlow, Mem0, MLX.

Gainesville, Florida

Yash Raj Pandey
@devYRPauli
Oct 16
For people wanting to try out Instinct:
You're invited to Instinct
From app.instinct.com
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Yash Raj Pandey
@devYRPauli
Oct 16
My Downloads folder is full of download (3).pdf, IMG_4821.jpg and Untitled.docx. So I built Putaway. It reads each file and puts it in the folders I already have. Nothing moves until I click Move. Undo puts it all back. Free and open source: github.com/devYRPauli/put…
GIF
1
Yash Raj Pandey
@devYRPauli
Sep 17
About the evening today! @sama single-handedly changed everything and I have huge respect for him for that.
Yash Raj Pandey
@devYRPauli
Sep 2
I hold the record on the MLX.fast challenge with a personal best of 139.3%. Come join the challenge at yukon.org/mlxfast?solver…
mlx.fast — Bonsai 2 9B, faster with speculative decode
From yukon.org
Yash Raj Pandey
@devYRPauli
Aug 21
Why run one coding agent when you can run five? Podium fans the work out to a roster of bots, then a shell command decides which of them actually delivered. Not the model. Four agents did 21 minutes of work in 6 minutes of waiting.
github.com
GitHub - devYRPauli/podium: Verified delegation for Claude Code. The runner executes acceptance...
Verified delegation for Claude Code. The runner executes acceptance checks and records a receipt for every job. - devYRPauli/podium