MICROSOFT OPEN-SOURCES RAMPART AND CLARITY TO PUT AGENT SAFETY INTO CI/CD
Microsoft open-sourced RAMPART and Clarity to move agent safety testing into your CI/CD pipeline. Microsoft open-sourced [Rampart](https://www.infoworld.com/ar...
Microsoft open-sourced RAMPART and Clarity to move agent safety testing into your CI/CD pipeline.
Microsoft open-sourced Rampart and Clarity to make AI agent safety continuous, not checkpoint-based. DevOps.com shows pytest-style scenarios, cross‑prompt injection coverage, and statistical trials you can run in CI.
This lines up with calls to rethink pipelines for agents The New Stack and to add AI-aware telemetry as OpenTelemetry moves into the AI era. AWS published a hands-on agent eval/observability workshop with Bedrock and OTEL traces repo, and Harbor shipped resource enforcement to keep agents in bounds v0.8.0.
Agent systems now execute actions; safety needs to run like tests, not audits.
Baking safety into CI plus OTEL traces shortens incident response and reduces blast radius.
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Stand up RAMPART in CI with cross‑prompt injection and unsafe tool-use scenarios; require pass rates under statistical trials.
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Instrument agents with OpenTelemetry spans and compare traces before/after safety policies using the AWS workshop as a template.
Legacy codebase integration strategies...
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Add a thin RAMPART adapter over your current agent entrypoints and gate merges on core safety scenarios.
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Plumb OTEL tracing through your existing collector; map agent steps, tool calls, and guardrail decisions to spans.
Fresh architecture paradigms...
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Design an evaluation-first agent stack: threat model → RAMPART tests → CI gates → OTEL dashboards.
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Define RBAC and resource limits up front; enforce with your orchestrator or frameworks that support quotas.
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