Intelligent debugging powered by AI assists developers in identifying and resolving software bugs and errors more effectively. By analyzing code execution traces, runtime behavior, and error patterns, AI-driven debugging tools automatically pinpoint the root causes of issues and provide actionable insights for resolution. Through techniques such as anomaly detection, pattern recognition, and predictive analytics, these tools streamline the debugging process, reduce diagnosis time, and improve the efficiency of bug resolution. Furthermore, AI-powered intelligent debugging enhances developer productivity by offering contextual information, code suggestions, and interactive debugging features, enabling developers to diagnose and fix complex issues more efficiently. By integrating intelligent debugging capabilities into development environments, organizations can accelerate software delivery, improve code quality, and enhance the overall developer experience.