What to test, before you run tests
Most tooling optimizes execution, the hard part is knowing what deserves attention. I help you tighten the gap between code changes and QA decisions - structured briefs from the pull request and its context, clearer risk and impacted areas, and fewer surprises in production. The goal is operational risk reduction, not novelty for its own sake.
Most tooling optimizes execution, the hard part is knowing what deserves attention. I help you tighten the gap between code changes and QA decisions - structured briefs from the pull request and its context, clearer risk and impacted areas, and fewer surprises in production. The goal is operational risk reduction, not novelty for its own sake. Together we pin down what belongs in the smallest credible verification set for a given change, what can wait, and what can be covered conditionally - shortening full regression where it is overhead and keeping it where the change history actually warrants it.