Specilized subagents run in parallel to explore every corner of your codebase.
A detailed graph is generated to give Kerno a deep understanding of your application.
Kerno automatically incorporates your claude.md, and agents.md configs.
Kerno derives your full stack from the existing config. No separate test infrastructure to write or maintain.
Every test run gets a clean slate: fresh state, seeded data, mocked external services. Flaky tests from shared state become a lot rarer
When schemas change or dependencies are added, Kerno keeps your environment always in sync so nothing breaks.
Kerno analyzes endpoints and captures their behavior across critical states and paths.
Code change are diffed against the baseline and diffs are instantly flagged with debug info.
Approve intentional changes or reject accidental changes and fix with AI.
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When tests break, Kerno fixes them automatically.
As your code evolves, Kerno updates, adds, and removes tests to match current behavior.
Work against the same baseline, keeping tests consistent across the entire team.
