Show HN: ASL V6 β Open-source AST red-teaming engine for Python AI agents
ASL V6 β Open-Source AI Red-Teaming & Exploit Verification Engine π΄ Currently accepting 3 advisory clients for Q3 2026. It combines Abstract Syntax Tree (AST) code analysis with live Docker runtime testing to verify real security flaws without flooding developers with false alerts. Technical Capabilities 10 Security Analyzers: Examines code for OWASP Top 10 LLM and Agent vulnerabilities, including prompt injection sinks, goal hijacking, unsafe code execution (eval/exec), and tool abuse.
- βͺASL V6 β Open-Source AI Red-Teaming & Exploit Verification Engine π΄ Currently accepting 3 advisory clients for Q3 2026.
- βͺIt combines Abstract Syntax Tree (AST) code analysis with live Docker runtime testing to verify real security flaws without flooding developers with false alerts.
- βͺTechnical Capabilities 10 Security Analyzers: Examines code for OWASP Top 10 LLM and Agent vulnerabilities, including prompt injection sinks, goal hijacking, unsafe code execution (eval/exec), and tool abuse.
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| Original publisher | Hacker News: Show HN |
| Canonical URL | https://github.com/sivaadityacoder/asl-v6 |
| Publication time | Mon, 27 Jul 2026 03:50:55 +0000 |
| Retrieval time | 2026-07-27T03:58:49.701Z |
| Last seen | 2026-07-27T03:58:49.701Z |
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| Cluster | TsX5ezdhv8BA Β· 1 stories |
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| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
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| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
ASL V6 β Open-Source AI Red-Teaming & Exploit Verification Engine π΄ Currently accepting 3 advisory clients for Q3 2026. Email me or DM on LinkedIn. Author: Siva Aditya Panuganti (Security Researcher) Track Record: 6+ CVEs and GHSAs in production AI systems via responsible disclosure to BSI Germany, CERT-EE, and GitHub Security: CVE-2026-22038 β AutoGPT secrets leak GHSA-x58f-9m57-qc4m β FlowiseAI sandbox escape CVE-2025-68621 β Trilium Notes timing side-channel GHSA-p97p-7x96-7wj5 β LLaMmlein deserialization RCE What It Does ASL V6 is a research-grade vulnerability assessment and red-teaming engine for Python and AI agent codebases.
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