What works for one developer often breaks with teams. Successful team adoption requires:
- Shared AI configuration files (everyone gets consistent behavior)
- Code review checklists for AI code
- Training on effective prompting (not everyone knows how)
- Clear boundaries on what AI should and shouldn't do
Without structure, each developer uses AI differently. Codebase quality suffers.