Latest from Sancharini
How Dependency Mocking Affects CI/CD Pipeline Reliability
Stale dependency mocks can make CI/CD pipelines pass while production integrations fail. Learn how mock drift undermines reliability and how to prevent it.
Oct 22, 2026 · 3 minAll articles by Sancharini Panda
Showing 1–4Dependency Mocking Approach That Gets More Accurate as Your Services Deploy More Often
Traffic-based dependency mocking turns frequent upstream deployments into opportunities to refresh mocks from real behavior and reduce integration test drift.
How Test Management Tools Give Engineering Teams the Visibility They Need to Ship With Confidence
Test management tools do more than track results. Learn how they give engineering teams the coverage visibility needed to ship with confidence.
Sandbox Testing for API-Heavy Systems: What Changes When You Don’t Own the Dependency
Sandbox testing works well when your team controls both sides of the integration. You define the service, you define the mock, you know exactly what the sandbox should return. That setup holds up fine for internal microservices and first-party APIs. It starts to break down when you don’t own the dependency. Payment processors, identity providers, […]