- Delegates to pi-ai's built-in Anthropic/OpenAI streaming - OAuth support with GitLab's bundled client ID - Direct access token caching (25 min TTL) - Models: duo-chat-opus/sonnet/haiku-4-5, duo-chat-gpt-5-1/mini/codex - No external dependencies beyond pi-ai