Who Writes What? Splitting the Roles Between Humans, AI, and Deterministic Tools2026-06-18 by [Mathias WOLFF] (updated: 2026-07-03)aitestsmulti‑agentdeterministic‑toolsworkflowOnce the spec is in place, I split the work between humans, AI, and deterministic tools. The critical test does not always come from the same author as the code, and the critic-agent often matters more than the writer-agent.