Most AI coding tools commit when their own checks pass. Swarm Orchestrator v8 adds a second adversarial layer: independent falsifier adapters that try to break each patch before it merges. v8.0.1 is on main with that subsystem on by default.

This post walks through the v8 architecture, the four verification points, the producer/falsifier adapter split, and the limitations that haven't been solved in v8.0 yet.

What is Swarm Orchestrator? A contract-first AI coding swarm with hash-chained evidence and verifier-gated commits. It compiles a natural-language goal into a typed contract, dispatches it to a population of personas inside one cached Anthropic session, races candidate diffs per obligation, and commits only what passes verification. It wraps an LLM; it doesn't replace one.

The shape of a run

You hand it a goal in plain English.…