Security
AI for offensive and defensive security — pentest agents, vuln scanning, secure-code review.
Open-source AI security automation (SOAR): visual playbook builder, autonomous triage agents, and 80+ SIEM/EDR/identity/ticketing integrations. Self-hosted, multi-tenant.

Autonomous bug-bounty agent for the terminal — recon, 20 vuln classes, a validation gate and submission-ready HackerOne/Bugcrowd reports. Runs as a Claude Code plugin or standalone on free providers.
Open-source red-teaming framework for LLM systems: 50+ vulnerabilities, jailbreak/injection/multi-turn attacks against agents, RAG pipelines and chatbots — plus guardrails. Runs locally.
Self-hosted OSINT investigation platform — explore entities on a Neo4j-backed visual graph and expand them with 30+ enrichers: DNS/WHOIS/subdomains, breach checks, Maigret, crypto wallets.

NVIDIA's LLM vulnerability scanner: nmap-style probing for jailbreaks, prompt injection, data leakage, toxicity and hallucination across dozens of model endpoints.

Giskard v3: modular Python evals and red-teaming for agentic systems — scenario-based checks with LLM-as-judge, plus an automatic vulnerability scanner across OWASP LLM Top-10 categories.

NVIDIA's programmable guardrails for LLM apps: input, output, dialog and retrieval rails defined in Colang, wrapping any model or LangChain runnable.