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AI code governance

Trust what AI built.

AI writes code faster than anyone can review it. In Xano, the harness governs how it’s built, you see what was built, and only what you approve ships.

The review bottleneck, named honestly

More code merged, reviewed slower — senior engineers turned full-time reviewers of generated code. It isn’t a tooling gap: the code was never built against your rules in the first place.

Better-understood risk, not less risk

You don’t need AI to write perfect code. You need to know what’s running: built from which rules, changed by whom or what, shipped in which release.

Policy as code, not paper

A policy PDF governs nothing. In Xano, your standards are the harness agents build against, and the release gate checks them before anything promotes.

What this is not

Code-review bots miss business-logic and authorization flaws; bans just create shadow IT. This is one governed funnel people actually want to use.

Where AI-built tools live safely

The ops dashboard, the load-bearing prototype: auth your team approved, data in jurisdiction, an owner IT can name.

See the harness model →