3 articles
How enterprise QA leadership designs a test management strategy that scales across hundreds of services, holds up to audit, and doesn't collapse into a tool-of-the-month problem. Frameworks, RACI patterns, and the metrics that matter.
How platform-engineering teams roll out a single API testing standard across dozens of product teams without forcing a common toolchain. Federation, golden paths, evidence formats, and the trade-offs that actually matter.
How enterprises test APIs and applications backed by non-deterministic AI models. Property-based assertions, statistical thresholds, golden-set evaluation, and the governance pattern that satisfies audit without forcing the model to be deterministic.
