- OpenAI API usage may require a paid subscription.
- Vector databases and LangChain tools might involve optional costs.
- Core learning and agent design principles do not require payment.
- Free trials can be leveraged for hands-on practice.
- Focus remains on AI agent building, evaluation, and deployment.

