
Liam Ward updated the audaciaconsulting/Audacia.Build repository by aligning its red-teaming workflow with the latest LLM evaluation package. He migrated the process to a new Python module, introducing automated verification steps and enhancing logging for improved traceability. The update standardized output handling to JSON with configurable formats and refined path management, supporting more reliable automation. Liam ensured compatibility with promptfoo and the new evaluation flow, focusing on maintainability and accuracy. He also refreshed documentation to streamline onboarding. This work leveraged Python, YAML, and DevOps practices, demonstrating depth in workflow automation and testing within a continuous integration environment over the month.
November 2025 monthly summary for audaciaconsulting/Audacia.Build: Red Teaming Process Alignment with the latest LLM evaluation package. The update migrates the red-teaming workflow to the new Python module for running tests, adds verification steps, and improves evaluation accuracy, functionality, and maintainability. Output handling was migrated to JSON-only with configurable file types, and path/working directory handling was refined. Logging was enhanced, and documentation updated to reflect these changes, enabling more reliable automation and easier onboarding for the team.
November 2025 monthly summary for audaciaconsulting/Audacia.Build: Red Teaming Process Alignment with the latest LLM evaluation package. The update migrates the red-teaming workflow to the new Python module for running tests, adds verification steps, and improves evaluation accuracy, functionality, and maintainability. Output handling was migrated to JSON-only with configurable file types, and path/working directory handling was refined. Logging was enhanced, and documentation updated to reflect these changes, enabling more reliable automation and easier onboarding for the team.

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