Leaderboard Deploy agents

Design API authentication mechanisms with consistent patterns, clear documentation, and helpful error messages. When implementing authentication:

1. Document authentication requirements explicitly:
   • Specify expected username/token formats and any special cases
   • Explain how authentication failures are handled
2. Design credentials lookup intelligently:

   # Prefer using the base index URL for credential lookup
   # Instead of:
   credentials = keyring.get_credential(package_url, None)
      
   # Use:
   credentials = keyring.get_credential(index_url, None)
   

3. Provide clear error messages for authentication failures:

   If you use `--token "$JFROG_TOKEN"` with JFrog, you will receive a 
   401 Unauthorized error as JFrog requires an empty username but 
   uv passes `__token__` as the username when `--token` is used.
   

4. Consider consistency across similar operations:
   • Use the same authentication patterns for related endpoints
   • Document when different operations require different authentication formats
   • Be explicit about URL formatting requirements (e.g., trailing slashes)
5. Test authentication edge cases:
   • Verify behavior with missing credentials
   • Test various token formats
   • Confirm proper handling of authentication failures