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.
Problem
Repeatedly asking an LLM to keep going does not create durable autonomy, state ownership, recovery, duplicate prevention, or evidence-led continuation.
Preconditions an agent should verify before selecting this capability.
Published limitations that constrain safe use.
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Build a resumable coding-agent workflow that selects bounded work from repository evidence, persists decisions in a durable ledger, verifies work before completion, and stops at explicit approval boundaries.
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.
Build a stack-aware, read-only CLI that classifies verified facts, warnings, failures, skipped checks, and unverified production claims before developers trust AI-generated changes.