AI and LLMs transform programming into text-based activity

Large Language Models (LLMs) are revolutionizing software development by transforming programming into a text-based activity. AI tools are now capable of writing code, detecting errors, proposing corrections, documenting solutions, and converting obsolete programming languages into modern structures.

This shift has introduced the concept of ‘vibe coding,’ where software is produced primarily through natural language prompting. While effective for rapid prototyping and simple applications, this method presents challenges, including a lack of deep understanding that can make debugging subtle errors, optimizing performance, or ensuring security difficult.

The impact is already being felt in academic settings, where traditional methods of evaluating programming competence through small or complex programs are becoming obsolete because AI can produce optimal results. Consequently, professional programming is trending toward technical writing, requiring developers to focus on precise formulation, abstraction, and logical validation rather than manual syntax construction.