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AI2026-06-123 min read

Using AI Tools as a Developer

How AI coding tools can improve speed, learning, and product iteration.

AI tools are useful when they help turn ideas into working software faster, but they still need direction, judgment, and review.

For development, I see AI as a way to explore implementation options, understand code, improve iteration speed, and learn faster while still building real understanding.

The best use of AI is not to replace thinking. It is to make the feedback loop shorter so better products can be built with more focus.