Provider Normalization Layer

Watch the message flow from providers to the Agent Loop. Hover over the pipeline steps to see how raw responses are standardized.

Anthropic OpenAI Gemini Bedrock API Registry & Router Normalization Pipeline 1. Transform Messages 2. Normalize Tool Calls 3. Handle Thinking Tokens 4. Manage Context Agent Loop Consumes Standardized Message Format Raw
Transformation Inspector

Hover over a pipeline step to view transformation details.