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A hands-on kit for educational, authorized red teaming of any locally-run LLM.
1 starsTypeScript
An interactive way to exploit an LLM without going to jail
by joshfischer1108·Jul 26, 2026·2 points·0 comments
AI Analysis
●●SolidRabbit HoleNiche Gem
Safe sandbox for testing jailbreaks with mock secrets and canary-safe design.
Strengths
- •Canary-safe design uses fake secrets so attacks teach without causing real harm.
- •Supports any OpenAI-compatible model for comparing guardrail effectiveness.
- •Live dataflow visualization highlights leaked secrets during attack attempts.
Weaknesses
- •Requires local model setup which creates friction for casual security testing.
- •Educational focus limits utility for production security auditing workflows.
Category
Target Audience
Security researchers, AI developers testing model guardrails
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