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How Good Is AI At Software Application Development? Evaluating Capabilities & Limitations

AI is revolutionizing software development through agentic coding assistants and large language models. While these tools accelerate development velocity and scope, questions remain about their reliability and safety in production environments. Understanding both the potential and limitations is crucial for effective implementation.

Artificial intelligence is fundamentally transforming how software applications are developed, with agentic AI coding tools and large language models increasingly handling code generation, debugging, and optimization tasks. According to industry experts, these technologies are dramatically accelerating development velocity while raising important questions about code quality, security, and the evolving role of human developers. As teams integrate AI throughout their workflows, understanding both the capabilities and limitations becomes essential for maximizing benefits while mitigating risks.

The Evolution of AI in Software Development