I build one authorized browser or API workflow with deterministic steps, retries, idempotency, approval gates for consequential actions, audit logs, automated tests, and plain-English setup instructions. The prototype uses official APIs or permitted browser interaction only; CAPTCHA bypass, anti-bot evasion, credential harvesting, and prohibited scraping are excluded.