Viewing profile — Visweshyc

We see this as different from review. The system generates tests to catch second-order effects and executes them against the live application to expose bugs

Fair feedback. Will make that clearer. Appreciate it

Good point. To keep the regression tests reliable as the app evolves, we run a reliability cascade. First, we generate and execute deterministic Playwright from the codebase. If ex…

We evaluated test generation using Claude code and our purpose built harness and measured the quality of tests in catching the unknown unknowns. We noticed Claude Code misses the s…

The system focuses on going beyond the happy path and generating edge case tests that try to break the application. For example, a Grafana PR added visual drag feedback to query ca…

Thanks! To execute these tests reliably you would need custom browser fleets, ephemeral environments, data seeding and device farms

Yes we currently support web apps but plan to extend the foundation to test mobile applications on device emulators

Thanks! We believe executing the scenarios and showing what actually broke closes the loop

Thanks for the feedback! - Agreed that the form factor can be condensed with a link to detailed information - With the codebase understanding, backend is where we are looking to ex…

Hey HN! We're Aakash and Viswesh, and we're building Canary ( https://www.runcanary.ai ). We build AI agents that read your codebase, figure out what a pull request actually change…