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roles_with_service drops every role without a canonical domain, which suits consumers that need a URL but made LiteLLM skip headless consumers: svc-ai-agent-broker never got its key registered and every relayed call came back 401 "Unable to find token". The lookup gains include_headless, which keeps such roles with an empty canonical_domain and canonical_url, and LiteLLM's consumer key list passes it. Callers that do not pass it behave as before. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>