Job Description: Need to build the Disposition Engine — the reasoning layer that turns deterministic detections (schema drift, ID overlaps, job dependencies, code findings) into high-quality, defensible, auditable decisions at scale, together with the validation harness, the productionization, and the metrics that prove it. You own the Detection & Disposition Engine architecture end to end, you are the senior voice in the joint working sessions, and you write code and review pull requests. Responsibilities • Own the end-to-end architecture of the Disposition Engine: the item ledger, deterministic evidence-pack assembly, the rule ladder, the AI reasoning tier, the validation harness, and the closed feedback loop. • Lead design working sessions; turn ambiguity into a structured decision space and a burn-down the whole team can watch daily. • Agentic / multi-agent architecture; orchestration (LangGraph or equivalent), typed state, tool contracts; context and prompt engineering; evaluation engineering.
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