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bernstein 3.x recap: deterministic replay, evidence bundles, tournament runs, and a run you can walk away from

The 2.x line taught the orchestrator to do more: ten trackers, a web UI, a cost economy, forty agents at once. The 3.x line did something quieter, and…

multiagentorchestrationreleasedeterministicreplayauditlog
Dev.to Jul 16, 2026, 12:00 UTC

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