- Uses APIs like OpenAI and vector databases, some of which may be paid.
- Free trials can be leveraged for hands-on practice.
- Core principles and ethical learning do not require paid tools.
- Encourages cost-effective experimentation with assistant features.
- Focus remains on skill development and deployment readiness.

