RSS Amplifier

Blog

Pratik’s Pakodas 🍿

Practical insights for becoming a top AI Engineer.

pakodas.substack.comSource feed ↗10 posts

Live Last read · last published · next check

Written by

Latest posts

Choosing Model Vs Harness

Model Is the Engine, Harness Is the Car

State of LLM Routers in 2026

thou shalt not route to the wrong path

How Code is Evaluated in Benchmarks

a historical tour

How to create loops for AI Research

Learnings from Schulman, Nielsen, Karpathy, Neel Nanda and Vivek.

Continual Learning Without Evals Is Just Drift

the component that cannot be taken for granted

How to Be a 30x AI Engineer with a Taste

The one skill that separates engineers who thrive in the age of AI from those who become interchangeable.

Eight Theories of How Agents Strangle SaaS

speculations on suffocation

Pratik's Year in Review: 2025

adventure of a lifetime

My Creativity Manifesto

creation >> consumption

Agent Evaluation Playbook

Learn the process behind making reliable agents