Startup Ideas AI

Propolis automates away all QA needs by developing intelligent agents that can understand and walk through your application, surfacing bugs and errors as they find them. It unleashes AI swarms that eliminate manual QA by testing like real users. Its autonomous browser agents explore all product flows, find bugs, and adapt instantly to changes, allowing users to ship faster with confidence.