Use AI to accelerate thinking, not replace it
AI is most valuable when it shortens repetitive work and leaves more attention for product decisions, architecture, and quality.
What still needs human judgement
- Defining the right problem.
- Checking security and edge cases.
- Making the interface feel clear and intentional.
The best workflow keeps the developer accountable for every decision that reaches production.