Distinguishes existing failures from regressions introduced by new work.
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Finds workflows that look responsive but remain awkward to use.
Finds risks in packages and automation that run with project access.
Finds gaps between an approved design and actual behavior.
Finds metadata and internal-link problems on public pages.
Finds credentials accidentally reaching source control, logs, or browsers.
Catches disagreements between database, API, and UI assumptions.
Stops an agent from building everything before discovering a broken foundation.
Makes AI features affordable before traffic grows.
Prevents a queue consumer from hanging or overwhelming dependencies.
Stops different parts of an app interpreting the same word differently.
Stops known-broken changes from becoming release candidates.
Makes authorization rules explicit before they spread across endpoints.
Prevents lost input and confusing submission behavior.
Prevents one reusable component from accumulating contradictory options.
Focuses verification on failures that matter to users.
Prevents dialogs from trapping or losing keyboard users.
Stops export endpoints from bypassing filters or permissions.
Ensures authenticated mutations cannot be triggered from an unintended origin.
Prevents a correct deployment from being hidden by indexing or navigation mistakes.
Prevents accidental contradictions between cached or replicated views.
Avoids adding indexes that consume space without helping the workload.
Prevents partial writes that leave the product inconsistent.
Avoids unnecessary distributed-system complexity.