Viewing profile — atarus

Interesting! In my experience using custom harnesses has worked better eg: Stripe etc all did it custom largely because of the sensitive integrations. How would you handle that?

Memory is usually slow and haven't seen many voice agents atleast leverage it. Are you building in text modality or audio as well?

We track the failure modes in production directly instead of relying on simulation. So if suddenly we are seeing a failure mode pop up too often, we can alert timely. In the approa…

This comes from our architecture. Since we are aware of the agent's context our test agents know the incomplete flows and the assertions are per session. If we miss some cases, the…

Yes, we already support knowledge base integrations for BigQuery and plan to expand the set of connectors. You can always drop knowledge files currently. Moreover, we even generate…

Training is an overkill at this point imo. I have seen agents work quite well with a feedback loop, some tools and prompt optimisation. Are you doing fine-tuning on the models when…

That's actually interesting. Is it a dependancy on user to create the HTTP endpoints for the /speak and /transcript? One of our learnings has been to allow plugging into existing f…

To clarify you are using the "fast brain, slow brain" pattern? Maybe an example would help. Broadly speaking, we see people experiment with this architecture a lot often with a gre…

Yes, we do support integrations with different chat agent providers and also SMS/Whastap agents where you can just drop a number of the agent. Let us know how your agent can be con…

Hey HN - we're Tarush, Sidhant, and Shashij from Cekura ( https://www.cekura.ai ). We've been running voice agent simulation for 1.5 years, and recently extended the same infrastru…

Cekura is growing fast, and we’re now building our Customer Success vertical from the ground up. If you love owning outcomes, turning customers into champions, and shaping 0→1 play…

Looks great! So excited about this! We have been using gemma models since gemma 1.0 and they are so far ahead of the curve!