11 articles
How JWT signing keys end up in test files, what the blast radius looks like, and the enterprise controls that prevent it. Pre-commit detection, CI scanning, vault integration, and key rotation patterns that hold up to audit.
How enterprise teams use risk-based test selection to keep CI/CD fast without losing coverage. Code-change impact analysis, AI-driven selection, and the audit story that holds up when you don't run every test on every change.
How enterprise teams design API testing across the continuous delivery pipeline — pre-commit, PR, integration, pre-prod, production. Stage-by- stage test strategy, evidence retention, and what auditors expect.
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.
An RFP-style framework for evaluating API security testing tools at enterprise scale. Twelve evaluation dimensions, weighted scoring, vendor questions, and the trade-offs that matter for regulated buyers.
How enterprise platform teams ship an API governance program that holds up across hundreds of services without becoming a bottleneck. Standards, quality gates, contract enforcement, and the audit interface that scales.
An enterprise test data management strategy that handles PII, PHI, and cardholder data without expanding compliance scope or breaking developer velocity. Synthetic generation, masking pipelines, and the framework that scales across teams.
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.
