Generative AI tools accelerate routine coding tasks such as boilerplate generation, code review and testing, freeing up time for genuine challenges. Studies show significant productivity improvements when these tools are used appropriately. However, over‑reliance can erode skills and lead to frustration when AI fails to grasp nuances. I use AI responsibly to enhance productivity while maintaining full accountability for quality.
