- Fix JSON detection regex in GenerationAgent (double backslash escaping issue)
- Implement structure-based literature data detection instead of text patterns
- Add operation tracking to prevent duplicate code execution
- Add comprehensive debugging logs for conversation history flow
- Implement proper loop control with attempt limits