MLflow 3.8.1 includes several bug fixes and documentation updates.

Bug fixes:​

• [Tracking] Skip registering sqlalchemy store when sqlalchemy lib is not installed (#19563, @WeichenXu123)
• [Models / Scoring] fix(security): prevent command injection via malicious model artifacts (#19583, @ColeMurray)
• [Prompts] Fix prompt registration with model_config on Databricks (#19617, @TomeHirata)
• [UI] Fix UI blank page on plain HTTP by replacing crypto.randomUUID with uuid library (#19644, @copilot-swe-agent)

Small bug fixes and documentation updates:​

#19539, #19451, #19409, @smoorjani; #19493, @alkispoly-db

For a comprehensive list of changes, see the release change log, and check out the latest documentation on mlflow.org.