September
1.Billion-Token Scale Trace Analysis: Jev vs LLMs 24th·AI·Personal Blog
2.AI Evals: Everything You Need to Know 24th·AI·Personal Blog
3.the senior engineer death spiral 20th·Software Engineering·Personal Blog
4.Algorithms for Modern Hardware 6th·Software Engineering·Personal Blog
5.Why do CPUs have multiple cache levels? 5th·Software Engineering·Personal Blog
6.How Evals Are Central To Harness Engineering 4th·AI·Substack
7.How prompt caching works - Paged Attention and Automatic Prefix Caching plus practical tips 3rd·AI·Personal Blog
8.How speculative decoding makes LLMs go brrr 2nd·AI·Personal Blog
9.Machine Learning System Resources 1st·AI·Personal Blog
August
4.The Bottlenecks for AI-Driven System Design: why Principal Engineers are not (yet) obsolete 24th·AI·Personal Blog
5.gpu-perf-engineering-resources 22nd·AI·GitHub
6.The Techno-Optimist Manifesto 21st·Other·Personal Blog
7.A reading list for generalists 19th·Other·Personal Blog
8.Running local models is good now 18th·AI·Personal Blog
9.An Overview of Modern AI Robotics from First Principles 16th·AI·Personal Blog
10.Engines Without a Chassis 14th·AI·Substack
11.Every Token Gets a Weight 13th·AI·Personal Blog
12.SIA: Self-Improving AI framework 11th·AI·GitHub
18.Life is a Picture, But You Live in a Pixel 2nd·Wait But Why
July
2.Queues Don't Fix Overload 29th·Personal Blog
3.We Should Take Text Optimization More Seriously 28th·AI·Personal Blog
4.Thinking Like a Harness Engineer 26th·AI·Personal Blog
6.Headroom: A Context Optimization Layer for LLM Applications - Tejas Chopra, Netflix, Inc 23rd·AI·YouTube
7.Training Sand to Think: Artificial General Intelligence & Future of Physics 22nd·AI·YouTube
9.Software Fundamentals Matter More Than Ever (Matt Pocock) 19th·AI·YouTube
10.Full Walkthrough: Workflow for AI Coding (Matt Pocock) 17th·AI·YouTube
11.You’re earlier than you think 15th·Software Engineering·LinkedIn
12.Agentic Search for Context Engineering 14th·AI·Personal Blog
13.Dropbox’s Former Most Senior Eng: Building Great Systems and Advice for the AI Era | James Cowling 13th·Software Engineering·YouTube
14.The Escape Velocity of Code 12th·Software Engineering·Medium
15.The Myth of "Working Less": managing AI is the new job 10th·AI·LinkedIn
17.I wasted decades playing it safe before Anthony Bourdain explained this in 10 minutes… 8th·Other·YouTube
18.Human-in-the-Loop or Human-in-the-Way? 7th·AI·Personal Blog
19.AI and Our Economic Future, with Professor Chad Jones 6th·AI·YouTube
20.Agentic Evaluations at Scale, For Everybody: Nicholas Kang & Michael Aaron, Google DeepMind 4th·AI·YouTube
21.Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Enterprise Internal Knowledge 3rd·AI·YouTube
22.Running an AI-native engineering org 1st·AI·YouTube
