Woodpecker: Open Source Red Teaming for AI, APIs, and K8s

Simulating Real Attacks, Safely

Woodpecker: Automated Red Teaming

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Red Teaming Across Kubernetes, APIs, and AI Workflows

Woodpecker provides flexible and extensible red teaming frameworks for K8s, APIs, and AI models/agents and enables multi-layer threat simulation across runtime, APIs, and LLM integrations.

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Geared for complete AI and LLM coverage

Woodpecker covers prompt injection, jailbreaks, model theft, sensitive data leakage, and more. You can detect threats by testing malicious prompts originating from both adversarial and typical users and test for output manipulation as well as AI guardrails.

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Compliance Mapping for Regulatory Frameworks

Woodpecker gives compliance coverage across threat vectors for OWASP top 10 for K8s, API, and AI, MITRE ATLAS, and NIST.

The adversarial testing muscle you need. Free and Open for all.