DSPy for Prompt Optimization and Robustness
implementationChallengeNovember 16, 2025
Prompt Content
Integrate DSPy into your agent system to programmatically optimize the prompts used by both the 'Red Team Attacker' and 'Blue Team Defender'. Focus on tasks like 'vulnerability_detection' and 'mitigation_suggestion'. Define a signature for these tasks and use DSPy's optimizers (e.g., `BootstrapFewShot`) to make the agents' responses more robust and accurate in a security context. Document your DSPy program and optimization process.
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Usage Tips
Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)
Customize placeholder values with your specific requirements and context
For best results, provide clear examples and test different variations