• Analyze gauntlet failure patterns to identify prompt improvement opportunities
  • Refine system prompts in prompts.ts based on empirical evidence
  • Implement A/B testing framework for prompt variations
  • Test prompt improvements against benchmark tasks
  • Document prompt engineering best practices and lessons learned
  • Create automated prompt optimization pipeline
  • Improve tool-use capabilities through targeted prompt engineering