Monday, January 5, 2026

Google Engineer Astonished as AI Coding Tool Achieves Year’s Work in Just One Hour

Jaana Dogan, a principal engineer at Google specializing in the Gemini API, recently highlighted the impressive capabilities of Anthropic’s Claude Code, an AI coding assistant. In a post on X, she described how she presented a coding challenge regarding distributed agent orchestrators and received a solution that aligned closely with her team’s year-long efforts—within just one hour. Despite her initial skeptical outlook, Dogan noted that Claude Code’s output, generated from a brief prompt, showcased significant advancements in AI-assisted programming. She emphasized that while the response needed refinement, developers should test AI tools in areas of their expertise. Dogan clarified that Google permits Claude Code usage exclusively for open-source projects, while the company is actively enhancing its own AI models. Her observations reflect the rapid evolution of AI in software development, forecasting that by 2025, these technologies may be capable of fully restructuring codebases. The post garnered extensive engagement, highlighting the transformative potential of AI in coding.

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