From Showpiece to Essential: AI's 40-Month Path to Practical Development

This retrospective examines how AI tools evolved from technological marvels into practical developer assets over 40 months. The author's progression—from experimenting with ChatGPT for creative tasks to productively using Claude Code for real programming—illustrates how generative AI matured from novelty to necessity. For developers considering AI adoption, this journey reveals realistic expectations about tool capabilities and sustainable integration strategies.