2025 AI Wrapped: What I've Shipped with 100% AI-generated code (www.jsrowe.com)

In the first installment of the "2025 AI Wrapped" series, an engineering manager shares their transformative experience using AI in software development, marking a shift from traditional programming to a more efficient collaborative and prototyping approach. Over the past year, the capabilities of AI have significantly improved, evolving from a rudimentary chatbot to a sophisticated tool that completes complex programming tasks. This advancement enables managers to validate their ideas rapidly through prototyping rather than merely presenting theoretical concepts in meetings. The manager emphasizes that with AI, they can now deliver working prototypes within the timeframes previously reserved for creating PowerPoint presentations, thereby enhancing organizational buy-in and project feasibility. The article highlights a pivotal transition in the role of engineering managers, who can now remain technically engaged without hindering their teams' productivity. With tools like Anthropic Claude Code, OpenAI Codex, and Cursor integrated into their workflow, the manager notes a remarkable increase in coding productivity and code quality, as 95% of AI-generated code is now compile-ready and useful. This paradigm shift allows engineering leaders to leverage AI to maximize their team's effectiveness and foster personal experimentation, reshaping the future of management in the tech industry. With over 20 software solutions shipped using these AI tools, the narrative illustrates how AI is redefining the boundaries of leadership and technical involvement in engineering.