The Great Transformation: How LLMs Remake Every Programming Activity

Large language models are transforming programming by enabling automated code generation with unprecedented scope and quality. Commercial LLM tools create a fundamentally new programming experience, affecting everything from planning and authoring to debugging and comprehension. While these tools can function like intelligent compilers or programming partners, they create unique challenges, especially for non-expert users who must still understand code structures, verify correctness, and maintain long-term projects despite the apparent simplicity of generating code through natural language.