Refined PromptFlow governance and evaluation strategies

• Day: 2026-02-11
• Time: 06:25 to 07:15
• Project: Dev
• Workspace: WP 2: Operational
• Status: Completed
• Priority: MEDIUM
• Assignee: Matías Nehuen Iglesias
• Tags: Promptflow, Governance, Evaluation, Templates, Automation

Description

Session Goal: The session aimed to refine governance and evaluation strategies within PromptFlow, focusing on prompt management, modularity, and quality assurance.

Key Activities:

• Developed a structured workflow for parsing prompt artifacts, focusing on path normalization and duplicate handling.
• Analyzed PromptFlow templates, distinguishing between vendor scaffolding and operational prompts, and suggested structural improvements.
• Explored Jinja2 prompts architecture in PromptFlow, emphasizing data management and governance strategies.
• Discussed optimization of governance primitives like contracts and gates in PromptFlow.
• Identified duplicate vendor templates and introduced new evaluation prompts from the terra-0429 repository for quality assessment.
• Introduced new evaluation prompts for summarization and RAG, including a utility template for context precision.
• Provided an overview of FlowPower prompt templates for various AI tasks.
• Offered a snapshot of the prompt inventory, identifying risks and suggesting documentation structures.

Achievements:

• Established a comprehensive understanding of prompt management and governance in PromptFlow.
• Enhanced the modularity and reusability of PromptFlow templates.
• Improved quality assurance through new evaluation prompts and risk identification.

Pending Tasks:

• Implement the suggested structural improvements for better modularity.
• Address the potential issue with the context precision metric in evaluation prompts.

Evidence

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• event_ids: []