Writing
- NVIDIA NemoClaw: Genuine Hardening, Familiar Gaps April 2026 NemoClaw bundles OpenClaw inside OpenShell's security runtime—Landlock, seccomp, network namespacing. The kernel-level isolation is real. The semantic and multi-agent gaps are too.
- Role Prompts Don't Make LLMs Smarter March 2026 Assigning personas to LLMs doesn't improve reasoning. Structured workflows do.
- Training efficiency: a modern AI primer for everyone March 2026 Understanding the GPT-2 speedrun — from 45 minutes to 90 seconds — through the lens of systems engineering.
- An offline Shazam that can run entirely on a phone March 2026 Identifying songs with 96.5% recall at 25-75x compression compared to Shazam-like spectrograms.
- I replaced my terminal app with a text file March 2026 Comparing a 2,500-line TypeScript CLI to a 230-line Claude Code skill that does the same thing.