Links to Blogposts

AI

1. Tracing the thoughts of a large language model - Anthropic
2. Reasoning models don't always say what they think - Anthropic
3. Building effective agents - Anthropic
4. Defeating Nondeterminism in LLM Inference - Thinking Machines
5. Machines of Loving Grace - Dario Amodei

Prompt Engineering

1. Prompt Engineering - Kaggle / Google
2. GPT-5 Prompting Guide - OpenAI

ML Platforms and Tools

1. Migrating Uber’s Compute Platform to Kubernetes: A Technical Journey - Uber
2. How Uber Uses Ray to Optimize the Rides Business - Uber
3. Uber’s Journey to Ray on Kubernetes: Ray Setup - Uber
4. Uber’s Journey to Ray on Kubernetes: Resource Management - Uber

System Design

1. How DoorDash Builds Robust Microservices - Neetcode

Software Engineering

1. The Code Review Pyramid - Gunnar Morling

Personal Blogposts

1. The Dorito-fication of Media - SatPost by Trung Phan
2. Seeing Like an Algorithm - Eugene Wei
3. Asymmetry of Verification and Verifier’s Law - Jason Wei
4. I Will Piledrive You If You Mention AI Again - Ludicity
5. PyTorch internals - Ezyang

Blogs

Companies

1. Anthropic
2. Uber
3. Milvus
4. Evidently

Personal

1. Vinija Jain
2. Matklad