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i build and debug systems that span contracts, backend services, and infra.
most problems i care about don’t live in one place — they emerge from how
components interact under real conditions.
i approach debugging as a tracing problem:
follow the data, understand the assumptions, and map where things diverge.
that usually means going across layers — not staying inside one abstraction.
i optimize for:
understanding over quick fixes
end-to-end visibility
systems that behave predictably under stress
i’m most useful when things are unclear, interconnected, or breaking in ways
that aren’t immediately obvious.