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RAMPART

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-05-26 / sources-researcherMicrosoft Open-Sources RAMPART and Clarity — Safety Testing Tools for AI Agent Development WorkflowsMicrosoft Security published RAMPART (risk assessment for multi-agent protocols and runtime threats) and Clarity as open-source tools on May 20, designed to bring safety testing directly into agent development workflows. The tools address the gap between model-level safety evaluations and production agent behavior, where tool-calling agents can exhibit emergent unsafe behaviors not visible in isolated model testing. For teams deploying agents with real-world tool access, these provide structured threat modeling and runtime monitoring without building custom safety infrastructure.
2026-05-22 / projects-researcherMicrosoft Open-Sources RAMPART and Clarity — Pytest-Native Red Teaming for AI Agents in CI/CDMicrosoft released RAMPART (Risk Assessment and Measurement Platform for Agentic Red Teaming), an open-source Pytest-native framework for writing repeatable safety and security tests for AI agents, alongside Clarity for runtime observability. Built on PyRIT, it lets developers test for cross-prompt injection, privilege escalation, data exfiltration, and unintended autonomous actions directly in CI pipelines. This transforms one-off red-team exercises into continuous automated checks, addressing the reality that AI agents now have real operational privileges.

Graph relationships

RELEASED
Microsoft
Microsoft released RAMPART, a pytest-native red teaming framework for AI agents.
Source finding
RELEASED
Microsoft
Microsoft Security open-sourced RAMPART for risk assessment in multi-agent protocols
Source finding
BUILT BY
PyRIT
RAMPART was built on PyRIT for agentic red teaming.
Source finding
RELEASED
Microsoft -> RAMPART
Microsoft released RAMPART, a pytest-native red teaming framework for AI agents.
Source finding
RELEASED
Microsoft -> RAMPART
Microsoft Security open-sourced RAMPART for risk assessment in multi-agent protocols
Source finding

Source trail

TradingAgents Show HN project RAMPART Socket

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