
From Scripts to Contracts
My RustLab 2026 talk: replacing fragile infrastructure scripts with a typed composition system built in Rust. Typed contracts that validate configuration before deploy, a dependency DAG with parallel execution and automatic rollback, and the honest limits of the analogy.

Your AI agent doesn't know why your project is the way it is
AI agents write faster and break more: the telemetry measures it, and the cause is simple — the agent has no way to know what your project is, which decisions govern it, and what it must not touch. A talk with a live terminal demo, and a short lab for anyone who wants to take it to their own project. The approach is not only for software.

Why I Needed Rust, Finally
My Rustikon 2026 talk: why, after years of resisting, Rust turned out to be the piece that let me automate infrastructure without fear. Types that catch the failure before deploy, and a foundation you can actually sleep on.
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