ElevenLabs Agent Simplification

Turn a complex agent (usually a many-node workflow) into a simpler one that is provably at least as good. The core loop: understand everything the complex agent does → encode it as a test suite (ground truth) → build the simpler agent → iterate until it matches or beats the original on every test → A/B on branches → hand over with an honest report.

The output is never just a simpler agent. It is a simpler agent plus the test suite that proves equivalence, attached natively in the platform so the client can re-run it.

Non-negotiable safety rails