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Building resilient microservices demands more than just good API design. Resiliency testing and intelligent mocking are critical for ensuring your services can handle real-world chaos. Discover smarter approaches to API resiliency testing: 1. No-Code, Spec-Driven Testing: Instantly generate and execute both happy-path and negative tests, including boundary values, invalid data types, and out-of-range inputs directly from your API specification. 2. Intelligent Service Virtualization: Effortlessly mock dependencies and inject faults, delays, and even overflow scenarios, all within a visual interface. Test your service in isolation without disrupting real environments. 3. Production-Quality Mocking: Record, replay, and mutate real-world traffic to create “smart” mocks that support both synchronous and asynchronous flows, guaranteeing your services respond correctly under any condition. 4. Automated Chaos & Resiliency Workflows: Run chaos experiments with a click. Seamlessly validate retry logic, timeouts, error-handling, and graceful degradation ensuring your APIs withstand real-world failures. See how you can shift-left API resiliency, increase confidence in your workflow, and elevate governance, all leveraging your API Specifications and Specmatic's no-code tooling. Learn more about API contract testing and Specmatic Studio: https://specmatic.io/specmatic-studio/