# Microsoft — PyRIT: Democratizing AI red teaming through open-source tooling

- Company: Microsoft (microsoft.com)
- Announced: 2026-09-10T13:54:24+00:00
- Category: developer-tool-release
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://commandline.microsoft.com/pyrit-python-risk-identification-tool-ai-red-teaming-subject-matter-experts/
- Record: https://forck.live/items/19127-pyrit-democratizing-ai-red-teaming-through-open-source-tooling
- Subject: Foundry / Responsible AI

Microsoft detailed the evolution of PyRIT (Python Risk Identification Tool) from a research prototype into a production-grade platform for red teaming generative AI systems. The toolkit now offers four entry points: a graphical web interface (CoPyRIT), a scanner CLI, the underlying Python framework, and an agent test framework (RAMPART). It supports repeatable, measurable testing across multimodal systems and integrates with CI/CD pipelines.

## Evidence

Verbatim from https://commandline.microsoft.com/pyrit-python-risk-identification-tool-ai-red-teaming-subject-matter-experts/:

> PyRIT is now a toolkit that supports repeatable, measurable, and collaborative red teaming. It enables teams to move from isolated, one-off exercises to structured assessments that can be run consistently over time.

---

Record: https://forck.live/items/19127-pyrit-democratizing-ai-red-teaming-through-open-source-tooling
Catalogue: https://forck.live/llms.txt
Current issue: https://forck.live/feed.md
