Request in. Working, tested, staged feature out. Human approves the gate.
AI drafts, builds, and tests. Humans exercise judgment and own the release decision. Reviewers evaluate the outcome in a live sandbox — not the code line-by-line.
Every feature is deployed to a complete isolated sandbox — a real running copy of the system, not a mock. An automated browser agent then exercises it like a real user and records the proof.
Automated work happens only in the isolated sandbox. The single path to production is a human merge — the AI cannot cross that line.
No feature reaches the build stage without a written contract that passed the seven-point review gate.
Screenshots and a narrated video accompany each feature — the proof it works is attached, not asserted.
Classification, spec, review record, and validation evidence together form a complete, replayable audit trail for every release.
A plain-English description is enough to kick off the pipeline. Feature requests are no longer bottlenecked on writing a technical spec.
Engineers shift from typing every line to reviewing outcomes and owning sign-off — their judgment scales across more features.
Per-feature turnaround compresses from days to hours, while the governance gates and audit trail stay fully intact.
The same governed workflow already runs on the internal orchestration platform and extends to other Wasteology systems.
Speed and broader access — without giving up governance. Humans remain in control of what ships.
Adopt the Orbit ADW as the standard development path for Orbit going forward — proven in production since June 2026. Speed and broader access without surrendering governance. Humans keep the key to production.