From Vague Upgrade Ask to Agent-Ready Spec
Explain how concrete spec elements reduce AI agent drift on a product workflow.
What changed when the seat-upgrade ask became agent-ready? Before: one sentence, many hidden policies. After: compact spec, bounded implementation. The user moment changed from "teams upgrade" to "team owner increases paid seats," so the agent no longer guesses the actor or trigger. Billing policy became explicit: show a proration preview and emit an audit event, because financial workflows need observable rules. Non-goals cut drift: no downgrades, coupons, or invoice redesign in this pass, so related billing ideas do not leak into the diff. Proof of done moved into the spec: permission and invoice-preview tests turn the ask into evidence reviewers…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in