Nobody should type code by hand anymore. here's what's left. – Geoffrey Huntley (ghuntley.com)

In a recent conversation on the podcast "Agentic Engineering," Josh Wulf and Geoffrey Huntley discussed the evolving landscape of software engineering, asserting that the need for developers to manually type code is becoming obsolete. Huntley highlighted significant advancements in large language models (LLMs) that can autonomously build software, likening this shift to a new paradigm where existing applications can be reconfigured and rebuilt from specifications, similar to how AMD created its CPUs. This transformation presents a pressing question for the AI and machine learning (ML) community: What constitutes a competitive advantage in software development when AI can handle much of the coding process? The conversation points to a potential reckoning for software engineers who are not adapting to this new technology. With LLMs achieving near-complete coding capabilities, the traditional qualifications in job listings may soon require AI experience, further outpacing developers who remain unaware of these advancements. As companies start to prioritize skills in AI and automation, those who fail to engage with these tools risk being sidelined in an increasingly competitive job market. Ultimately, the dialogue reflects a wider trend toward "infinite software" and a need for professionals to rethink their approaches, making continued learning and adaptation essential for sustained relevance in the tech industry.