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Notes from building ade-ops in the open — on agentic data engineering, safe operations across analytics platforms, and what we learn shipping it. Written by Roberto Butinar.

Why I built ade-ops

Most data-platform tooling optimises for the happy path of a single product demo. Real analytics teams live somewhere messier: multiple environments, remote workspaces that are the real source of truth, promotions that have to be visible and reversible, and — increasingly — AI agents doing some of the work. ade-ops is my answer to operating that reality safely.