Multi-agent systems fail over unprovable state, not chatter — building CLE coordination layer

tallmetommy · x · 2026-11-03

The author argues multi-agent systems don't fail because agents can't talk — they fail because nobody can prove which state was trusted, what changed, or when to stop. Their team is building CLE, which treats coordination as a state problem centered on provenance, abstention, retraction, and resilient handoffs, framing this as the missing infrastructure layer for agent coordination.

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