Could you explain how the self-improving part works?

Very cool. I was waiting for something like this to pop up.

Is it possible to be added as a data source? I see you're mostly pointing the agent to easy / publicly available sources like the UK.

We have ~200 government registrar integrations now and 500M entities in the system. We essentially have better coverage than OpenCorporates at this stage. https://savvyiq.ai

Would like to hear from everyone: How are you dealing with PRs in 2026? It's our biggest bottle neck.

We are considering looking into attestations, e.g. through the SLSA spec: https://slsa.dev/ to ensure build provenance and verification before it is deployed.

If your team is using subscriptions, it is a lot more cost effective (and higher quality) to simply use a local orchestrator to automatically deal with PR reviews. We built https://github.com/codealong/codealong in part to help with this.

Cool project, I myself have a similar autonomous agent, in python At rinkesh2010rpp/sudarshana. But I liked your mission control. Will for sure take some inspiration.

Also, what I have is ability to find other agents on run time, running on Modal, and a safety layer that checks every actions taken by the agent.

and happy to talk more.

Thanks

I think I'll need like at least another 3-4 months of new models before I can deal with AI UI/UX design.