The market timing on this is perfect - it fills a major current gap I've seen emerging.
I've heard a few stories of QA departments being near-burnout due to the increased rate developers are shipping at these days. Even we're looking for any available QA resources we can pull in here.
No harm meant with the question - but what's the advantage over Claude Code + the GitHub integrations?
Agree on your last point and it's going to be a very bitter lesson. In any case, you probably wanna shift alot of the code verification as left as possible so doing review at PR time isnt the right strat imo. And claude/codex are well positioned to do the local review.
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 expand and provide value
- The intelligence of the models does lay out the foundation but combining the strength of these models unlocks a system of specialized agents that each reason about the codebase differently to catch the unknown unknowns
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 cards. The system came up with an edge case like - does drag feedback still work when there's only one card in the list, with nothing to reorder against?