Report

Project Preparation Report

What We Learned

Team Work Insights

• Clear communication matters more than formal roles in small teams
• Documenting decisions early saves time later
• Mutual agreement on next steps is essential

Research Insights

• Existing tools are either too basic or have different goals
• Understanding what changes are made is as important as the changes metrics
• Customer wants to save time on code review

Questions That Need Answers

• What's more valuable: recent code changes analysis or long-term code file trends analysis?
• Should the output be text in the terminal or text/PDF output files?
• Should we have a list of LLM models to choose from?
• Will it be enough to rely on the accuracy of the used model?

Next Steps

• Create simple CLI interface for summary viewing
• Test with real open-source projects to validate value
• Gather feedback from customer on what insights are most useful
• Schedule meetings offline or communication through Telegram