Our voice agent finds its own bugs and rewrites its own conversation graph. Nobody touches a prompt.
It invented a brake price — $550-750 for a job that costs $340. Senso caught it against verified ground truth, with a citation. The system then found the exact node responsible, wrote three competing fixes, and replayed every past call against each. 27 of 33 candidates died for breaking something that used to work. Guild's hosted validator, a different model reasoning from the diff alone, independently rejected one and named the caller it would break.
Then the part we didn't design for: the rule it learned about brake pricing was retrieved from Actian by a healthcare agent — different domain, zero shared vocabulary, matched purely on the shape of the failure — and fixed a fabricated insurance copay first try.
Pioneer serves every call, so the failures are genuinely its own. The evolved graph runs live in Dograh.
We wrote the fitness function. It wrote the rules.
