Maintain consistent and proper naming conventions for AI model providers throughout code, documentation, and comments. Use official capitalization (e.g., “OpenAI” not “openai”) and provide clear documentation about which AI services are required versus optional.

When documenting AI model requirements:

Example:

// Good: Proper capitalization and clear requirements
// Stagehand requires OpenAI as a model provider
const stagehand = new Stagehand({
  env: "LOCAL",
});

// Documentation should state:
// "NOTE: Stagehand client will default to OpenAI if these are not specified"

This ensures professional presentation, reduces confusion about service requirements, and maintains consistency across the codebase when referencing external AI providers.