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I build small, composable tools instead of one big platform: CLIs, agents, and infrastructure that do one job well and stay debuggable when they fail.

Most of what I ship touches AI in some way, but the AI is a component, not the point: it drafts, suggests, and automates, while every consequential action still passes through an explicit approval step.