Talks
Decks and deep dives on the engineering behind rfxn. Each talk ships with an abstract, the key takeaways, and the original slide deck. The deck is the payload; the abstract is the share-link.
Prompts to Pipelines v1.5: Stop Vibing, Start Engineering
The iterated version of the Claude Code harness talk. Five plagues of agentic development, four primitives (memory, hooks, subagents, settings) that fix them, and the fixtures to wire a CLAUDE.md, settings.json, and adversarial reviewer in an afternoon. The through-line: the model is capable, the instructions are the product.
Prompts to Pipelines v1: Best Practices for Claude Code
The original Claude Code harness talk. Five plagues of agentic development, the harness-based development model that fixes them, and a live case study of the rdf pipeline that holds this site together.
Linux Malware Detect 2.x: From Zero to Protected in 28 Seconds
A deep dive on the maldet 2.x rewrite: 348K+ deployments, a bash-native scan engine that beats ClamAV on memory by 22x, and the architecture decisions behind a pure-shell malware scanner that ships on everything from CentOS 6 to Ubuntu 24.04.