Migrate an existing automation or agent system from loosely connected jobs and schedulers into a durable graph runtime with checkpoints, explicit authority, idempotent effects, recovery, and provider-side verification.
Problem
Live systems built from loosely connected schedulers, queues, and conversational loops can duplicate side effects, lose state, or become unsafe during big-bang orchestration rewrites.
Preconditions an agent should verify before selecting this capability.
Published limitations that constrain safe use.
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