Evidence-First Live Diagnostic and Repair
Diagnose and repair external-write failures without duplicate side effects by ranking evidence, separating ambiguous outcomes, and requiring authoritative provider readback before success.
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.
Problem
Schedulers and provider write responses can be mistaken for publication truth, while blind retries can create duplicate external effects.
Preconditions an agent should verify before selecting this capability.
Published limitations that constrain safe use.
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Diagnose and repair external-write failures without duplicate side effects by ranking evidence, separating ambiguous outcomes, and requiring authoritative provider readback before success.
Build a durable, change-aware business operating loop that discovers, prioritises, executes, verifies, and replans useful work without relying on a fresh user prompt after each task.
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.