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2 posts

• The AI Security Tooling Landscape: Garak, PyRIT, Promptfoo, and the Open-Source Red-Team Ecosystem

  A practitioner's map of the open-source and commercial AI security tools landscape: what each tool does, which attack classes it tests, how to integrate it into a CI/CD pipeline or red team engagement, and which gaps no existing tool yet covers.

  Jul 13, 2026 red-teaming llm-security tools garak pyrit promptfoo devsecops vulnerability-scanning open-source

• LLM Guardrails in Practice: A Decision Guide to Runtime Input/Output Filtering Tools

  LlamaGuard, Azure Prompt Shield, PromptGuard, NeMo Guardrails, Guardrails AI, and Presidio — how each works and when to deploy it.

  Jul 7, 2026 defense llm-security prompt-injection jailbreak runtime-defense tools