How I Work
AI as a force multiplier — not a crutch.
I use GitHub Copilot and Claude Code every day as collaborators that take the friction out of repetitive work — scaffolding components, drafting tests, exploring unfamiliar APIs, and shaping refactors before I refine them by hand. The result is a noticeable boost in throughput on the work that doesn't need deep thought, which frees up my attention for the parts that do: architecture, code review, mentoring, and the judgment calls that actually move a product forward.
I treat AI output the same way I'd treat a junior engineer's first draft: useful, occasionally brilliant, and never shipped without scrutiny. Every suggestion gets read, tested, and reasoned about against the codebase it's going into. The craft, the standards, and the responsibility for what ships still belong to me — AI just helps me do more of it, faster.
- GitHub Copilot
- Claude Code