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Software development is becoming increasingly complex as applications grow in scale and functionality. Developers are expected to deliver features faster while maintaining high standards of quality and reliability. In response to these demands, AI for coding has emerged as a powerful approach...

Modern software systems are built from many moving parts. Services communicate through APIs, applications rely on databases, and third party systems are often deeply embedded into core workflows. While individual components may function correctly on their own, real problems frequently emerge...

As software systems grow in complexity, testing strategies must evolve to keep pace. Modern applications are no longer monolithic systems with predictable behavior. They are composed of multiple services, APIs, databases, and external integrations that must work together seamlessly. In this...