· 10 min read

GPU Programming Surprises: Understanding Hidden Behavior in Compute Architectures

The Bug That Shouldn’t Exist A machine learning team ships a training loop that produces subtly wrong loss curves. Not dramatically wrong. Not crash-wrong. Just slightly, reproducibly, mysteriously wrong. They’ve …

gpu parallel-computing systems-engineering cuda memory-models
· 9 min read

The Compiler Papers Every Systems Engineer Should Read

Why Systems Engineers Ignore Compilers (And Why That’s a Mistake) Most systems engineers treat compiler theory as a niche academic pursuit. Something you skim in undergrad, forget immediately, and mentally file under …

compilers systems-engineering distributed-systems architecture optimization