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#deterministicreplay

b
Jul 16, 2026
#multiagentorchestration #release #deterministicreplay #auditlog

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...

Jul 16, 202612 min read0 reactions0 comments
H
Jul 21, 2026
#programming #securellmagents #promptinjectionmitigation #deterministicreplay

How to Secure Multi-Agent LLM Systems: Risks, Testing, and Guardrails

Canonical version:...

Jul 21, 20269 min read0 reactions0 comments

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