I don't review my code anymore (twitter.com)

In a provocative statement about the evolution of coding practices, a developer has declared that they no longer review their code, instead opting to focus on reviewing "intents"—the high-level goals or functionalities they wish to achieve. This shift, driven by the rise of large language models (LLMs), reflects a broader trend where code is seen as an underlying assembly-like layer, not requiring the same level of scrutiny it once did. The developer emphasizes that their interaction with LLMs has transformed traditional programming paradigms; they now generate documentation, diagrams, and tests directly from the language model and evaluate their project's quality based on high-level outputs rather than diving into the code. This shift is significant for the AI/ML community as it signals a transition towards a more abstraction-driven approach in software development. As LLMs facilitate the generation of code and tests, developers can focus more on conceptualizing solutions rather than micromanaging code quality. The implications could lead to increased productivity and reduced barriers for those without extensive programming backgrounds, fostering innovation and creativity in software development. However, this raises questions about the long-term sustainability of code quality and the potential risks of relying too heavily on AI-generated outputs.