Practical deep dives into data engineering, AI/ML, cloud infrastructure, and software engineering.
How Project Valhalla in JDK 28 restructures memory layouts to optimize CPU cache locality, eliminating pointer chasing by trading off object identity.
Software Engineering · 14 min read
Explore how discrete diffusion shifts AI inference from HBM bottlenecks to raw GPU compute, rewriting local versus cloud deployment economics completely.
AI/ML · 13 min read
Why agentic testing is an expensive band-aid for broken architecture. I explain why deterministic environments beat non-deterministic AI agents every time.
Software Engineering · 11 min read