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Gator verdict: approved

Hard-won technical writeup lane: a builder with clear skin in agentic systems lays out a specific, experience-grounded argument for keeping deterministic layers distinct from stochastic ones, with real examples (letta vs mem0/graphiti, DAG workflows, property-based testing) and actionable takeaways.