📅 2025-07-29 — Session: Analyzed Economic Surplus and PromptFlow Debugging
🕒 18:25–19:55
🏷️ Labels: Economic Surplus, Promptflow, Debugging, Marxist Theory, Automation, Poverty
📂 Project: Business
⭐ Priority: MEDIUM
Session Goal
The session aimed to explore the mathematical analysis of economic surplus from a Marxist perspective, alongside diagnosing and debugging PromptFlow failures.
Key Activities
- Conducted a technical analysis of surplus value, discussing Marxist definitions, production functions, and critiques from marginalist perspectives.
- Explored methodologies for measuring surplus value, including international comparisons and temporal evolution.
- Implemented a Python solution for session categorization using keyword matching, with Markdown output rendering.
- Diagnosed PromptFlow failures for May 20, identifying issues with metadata handling and proposing a patch.
- Enhanced error handling and logging for PromptFlow scripts to address silent crashes, with rerun commands for specific days.
- Developed a bag of words entry for a poverty-related project, focusing on normalization and keyword matching.
- Outlined an afternoon strategic reset plan, emphasizing productivity and strategic planning for poverty measurement and automation.
Achievements
- Clarified the complexities in measuring economic surplus and the variability across different economic contexts.
- Successfully diagnosed PromptFlow issues and proposed a solution to handle metadata problems.
- Improved script reliability through enhanced error handling and logging.
Pending Tasks
- Implement the proposed patch for PromptFlow metadata handling.
- Continue refining the bag of words framework for the poverty project.