I built a local fuzzing tool to red-team LLM agents (Python, SQLite)

Show HN: I built a local fuzzing tool to red-team LLM agents (Python, SQLite)

I built a local fuzzing tool to red-team LLM agents (Python, SQLite) is a company in show hn launch.

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I spent the last week building a local-first security tool because I was tired of paying $500/mo for enterprise SaaS just to test my AI agents for basic vulnerabilities.The tool is called Agent Exam Pro. It's a Python-based fuzzer that runs locally on your machine (no cloud data leaks).How it works:The Engine: Takes a base test case and runs it through 16 mutation strategies (Base64, Roleplay, Token Smuggling) to generate 1,000+ variations.The Payloads: I curated 280+ real-world exploits from open-source lists (PayloadBox, PayloadsAllTheThings) to test for SQLi and XSS in agent tool calls.The Judge: Uses a local LLM (via Ollama) or OpenAI to grade responses on safety rather than just regex m

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Website: woozymint.gumroad.com/l/agent-exam-pro