Reports

WARPSimLab reports collect software development notes, research writeups, and educational articles related to personal finance simulation, retirement modeling, and the development of the simulator itself.

Reports are intended for education, exploration, and project transparency. They do not provide financial, investment, tax, legal, or retirement advice.

Available Reports

The reports below are available as web pages. Additional research and project reports may be added over time.

Seven Months and 20,000 Lines of Python Later

Lessons from building WARPSimLab, a personal finance and retirement simulation platform, with AI assistance. This report discusses code generation, architecture, debugging, refactoring, context limits, hallucinations, and lessons learned from a medium-sized software project.

Read the report