TLDR AI · DEEP DIVES & ANALYSIS

WHEN AI WRITES ALMOST ALL CODE, WHAT HAPPENS TO SOFTWARE ENGINEERING?

newsletter.pragmaticengineer.com12 min read

Summary from the TLDR AI newsletter

AI models like Opus 4.5 and GPT-5.2 now write most software code, prompting a shift in software engineering practices. This reduces the value of language expertise and routine coding tasks while increasing the demand for tech leads who are product-minded. Although AI can handle more of the coding workload, engineers will need to oversee complex tasks, emphasizing a hybrid skill set in both product management and technical expertise.