We don't write code anymore

Vincent, an engineering manager at Sanity, explores the transformative impact of AI-first workflows on software engineering, emphasizing the evolution from traditional coding to a focus on intent, context, and judgment. He describes this shift as the fourth generation of coding, where AI tools take a central role in the development pipeline, reducing the cost of code production and altering engineers' roles from writing code to managing AI agents and refining the context and specifications. The article highlights how AI can rapidly increase productivity and quality but also introduces new challenges, such as the need for rigorous review processes and maintaining a high standard of judgment and decision-making. Vincent argues that while the tools have changed, the core goal remains the same: to create valuable products and services. He notes that this shift allows for smaller, more autonomous teams, where roles overlap, and emphasizes the importance of being actively involved in the ongoing industry transformation.

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