autogen/website/docs/topics/non-openai-models/best-tips-for-nonopenai-models.md
Validating your program Testing your AutoGen setup against a very large LLM, such as OpenAI's ChatGPT or Anthropic's Claude 3, can help validate your agent setup and configuration.  Once a setup is performing as you want, you can replace the models for your agents with non-OpenAI models and iteratively tweak system messages, prompts, and model selection. 