The operating model for an AI office that plans, builds, tests, secures and improves products continuously. Human approval controls every release.
Turns your goal into scoped work, assigns owners, checks evidence, resolves blockers, and prepares the release decision.
Translates approved specs into code, records decisions, fixes verified defects, and packages a release candidate.
Finds failures across normal use, edge cases and regressions; returns reproducible evidence and verifies every fix.
Ethically probes only authorized/own systems, documents exploitable paths, recommends fixes, and re-tests the hardened build.
Reads the accounts, turns trends into ranked post ideas with visible reasoning, and prepares platform-specific content for approval — never blind publication.
Welcomes visitors and explains what the office does.
Production results — performance, failures, audience response, new opportunities — become the next cycle's inputs. Observe → Learn → Improve.
Pilot: all three accounts (@zee_velo on X, Instagram, YouTube) · niche personal finance.
Guardrails: human approval before every public post · ~3 posts/day, varied timing · no automated likes/comments/follows · one isolated profile per account · every draft, approval and result recorded.