Daily Dose of Data Science

Daily Dose of Data Science

Build a Jev Judge
Judgement does not need text generation...
 • Akshay Pachaar
MoE inference engineering, clearly explained
...with visuals.
 • Avi Chawla
Build your own Jev (100% local)
...explained step-by-step with code.
 • Avi Chawla
Jev, Clearly Explained
...with visuals.
 • Avi Chawla
Run Any Agent Harness Under One Interface
How UHP and HarnessRouter standardize agent execution across Codex, Claude Code, Hermes, and other runtimes.
 • Avi Chawla
Where does all the VRAM go during LLM inference?
...explained visually
 • Avi Chawla
How to Fine-Tune LLMs in 2026
Reward-free RL is here!
 • Avi Chawla
Easiest Way to Run Agent Harnesses Using Local Models
...explained with a full video walkthrough.
 • Avi Chawla
What It Takes to Build a Production Agent Harness
A hands-on nanodegree for production agent engineering.
 • Avi Chawla
4 Speculative Decoding Variants
...covered with tradeoffs in production.
 • Avi Chawla
The Architecture for Serving 100 Fine-Tuned Models on One GPU
...explained with code.
 • Avi Chawla
Why Multi-turn Agents Need More Than a Task Graph
What production agents must preserve between turns, and what they must reset.
 • Avi Chawla
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