A scripted replay of the real pipeline's rules: verified-facts-only copy, a QA gate before the owner sees anything, approval bound to a SHA-256 fingerprint of the exact media, captions and schedule, signed webhooks, and idempotent publishing. The photo is a demo image for illustration only and is not a real AJ Landscape project. No messages are sent and nothing is posted. Engagement numbers are examples.