Full-stack developer turned AI engineer, building agentic systems and developer tooling in Calgary. I work with Elixir/Phoenix, TypeScript, and Python — and spend a lot of time thinking about how AI agents should be structured, controlled, and actually shipped. Writing about agentic coding pipelines, AI infrastructure, and the messy reality of building with LLMs.