Debugging and Optimizing PromptFlow Tools

📅 2025-04-30 — Session: Debugging and Optimizing PromptFlow Tools

🕒 06:50–08:05
🏷️ Labels: Promptflow, Debugging, Logging, Optimization, Python, Node Execution
📂 Project: Dev
⭐ Priority: MEDIUM

The session aimed to debug and optimize the PromptFlow tools and workflows, focusing on improving logging, output management, and node execution.

Inspected intermediate values in PromptFlow Python tools and explored alternative logging strategies.
Managed PromptFlow run artifacts, identifying key files and folders for debugging.
Analyzed execution logs for my_python_tool, recommending updates to logging and error handling.
Fixed output declaration issues in the filter_llm node and corrected YAML outputs section.
Diagnosed truncated outputs in outputs.jsonl and provided a fix plan.
Confirmed pipeline functionality and node execution for filter_llm, filter_prompt, and match_prompt nodes.
Optimized signal-to-noise ratio in match_llm prompts.
Enhanced review agent prompt templates for strategic evaluation.

Improved logging and error handling strategies for PromptFlow tools.
Successfully executed and debugged multiple nodes within the PromptFlow setup.
Developed enhanced templates for review agents, focusing on strategic evaluation.

Implement the recommended updates to logging and error handling in my_python_tool.
Continue refining prompt structures for clarity and efficiency.