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llm-pentesting

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LLM Attack Testing Toolkit is a structured methodology and mindset framework for testing Large Language Model (LLM) applications against logic abuse, prompt injection, jailbreaks, and workflow manipulation.

  • Updated Apr 7, 2026

Autonomous offensive security framework for penetration testing. Golang harness plans and executes bounded tasks under an operator-owned ROE policy, with scope and action authority held in code rather than the model. Ships a hybrid-retrieval security knowledge base served by on-device MLX models.

  • Updated Oct 16, 2026
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