
During March 2026, J. Roberts developed the PANW Prisma AIRS guardrail integration for the BerriAI/litellm repository, focusing on enhancing AI application security. They extended the apply_guardrail function to support the Prisma AIRS provider, introducing configurable options, per-request overrides, and robust error handling with both fail-open and fail-closed modes. Their work incorporated advanced security features such as prompt injection detection, data loss prevention, and content masking, laying the groundwork for comprehensive LLM security. The implementation leveraged Python and TypeScript for backend development and API integration, demonstrating depth in secure system design and attention to configurable, resilient error management.
Month 2026-03: Delivered PANW Prisma AIRS Guardrail integration for BerriAI/litellm. Extended apply_guardrail to support Prisma AIRS provider with configurable options, per-request overrides, and robust error handling with fail-open/fail-closed modes. Implemented guardrails features such as prompt injection detection, data loss prevention, and content masking to strengthen security posture across AI applications.
Month 2026-03: Delivered PANW Prisma AIRS Guardrail integration for BerriAI/litellm. Extended apply_guardrail to support Prisma AIRS provider with configurable options, per-request overrides, and robust error handling with fail-open/fail-closed modes. Implemented guardrails features such as prompt injection detection, data loss prevention, and content masking to strengthen security posture across AI applications.

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