Your agent went sideways in production.You found out from a user — not from your tooling.

We're Jayden and Josh — CEO and CTO. Best friends since high school, living in different states now, still stuck on the same problem. We were building agents and watching them do something wrong in production with nobody able to say why. Traces existed. Answers didn't.

So we started talking to engineers who actually run this stuff — people at places like Experian, Salesforce, smaller teams shipping agents without an ML org behind them. Discovery calls, not pitch decks. Almost every conversation landed in the same place: the model drifts or breaks a step, the pipeline still “succeeds,” and the first alert is a human complaining downstream.

Cernova is what we built from that wall — a maintenance layer for AI agents. It learns what normal looks like for your steps, catches silent failures, and helps you diagnose and fix without living inside every trace.

Jayden runs the company. Josh builds the product. A two-person team is a feature: if you talk to us, you're talking to the people building it — not a support queue reading from a script.