Diagnose and repair external-write failures without duplicate side effects by ranking evidence, separating ambiguous outcomes, and requiring authoritative provider readback before success.
Problem
External API calls can return ambiguous or misleading local success while the provider-side effect is absent, duplicated, delayed, or unknown.
Preconditions an agent should verify before selecting this capability.
Published limitations that constrain safe use.
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Build an auditable social publishing pipeline with immutable content specifications, durable slot ownership, one bounded provider write, official readback, reconciliation, and evidence-backed terminal states.
Upgrade scheduled runtimes through an exact target, verified job draining, a fresh guarded review, recoverable timer restoration, and separate process-readiness and operational-completion checks.
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.