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Notes on automation that actually stuck.

Writing on automation, AI, and taking friction out of the way people work, drawn from years running CX and support operations. Mostly about what went wrong first.

§ 01 · Articles

Recent writing.

A practical notebook for support leaders, operators, and teams building better systems.