Maintain consistent naming patterns and parameter structures across AI provider implementations. This makes the SDK more intuitive and reduces developer friction when switching between different AI models or providers. Key practices: - Use `.response` instead of `.rawResponse` for provider API responses - Place provider-specific options under `providerOptions` parameter - Ensure documentation examples accurately reflect the actual API capabilities and valid model identifiers Example: ```ts // Preferred approach const { response } = await embed({ providerOptions: { // Provider-specific options here } }); // Instead of const { rawResponse } = await embed({ // Mixing provider-specific options at the top level }); ``` When adding examples for AI providers, always verify that model identifiers are valid for the specific provider (e.g., using 'scribe_v1' for ElevenLabs transcription models rather than invalid identifiers).