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Developers often build applications that unintentionally rely on the convenient but unguaranteed behaviors of an API, such as a specific data sorting order or consistently high performance. This creates brittle systems that break unexpectedly when the API provider makes an internal change or when a rare but contract-compliant edge case occurs, leading to costly production failures.
A testing service that integrates into the development pipeline to proactively prevent this. It intelligently introduces valid but atypical behaviors during testing, such as randomizing data order, injecting latency, or creating duplicates, all within the API's official contract. This forces developers to build truly robust applications that are resilient to real-world variability, not just the common-case scenario.