Cekura - The self-improvement loop for voice agents
by•
Cekura is the testing, observability, and self-improvement platform for production voice and chat AI agents. It simulates thousands of scenarios, catches failures, diagnoses the root cause, rewrites prompts and config, then re-validates with a full regression sweep. Unlike tools that hand failures back to your team, Cekura closes the loop by fixing the agent itself and proving the fix holds without overfitting.
Replies
Congrats to the team! Testing a voice agent before launch is one thing. Having it get better from its own real calls is a different level entirely. Closing that loop is the part everyone talks about and almost nobody ships.
Macaly
closing the loop without drift is the real hard part 👏 how do you keep it from overfitting to one bad call?