Fabric Data Agents currently lack built-in agent telemetry, evaluation harnesses, audit logging, approval workflows, prompt-injection protection, and agent-level observability, so teams must assemble their own testing, monitoring, and injection guardrails.

Supporting contexts

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Fabric Data Agents currently lack

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

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Built-in agent telemetry, evaluation

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

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harness, audit logging, approval

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

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workflows, and injection guardrails

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

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prompt-injection protection

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

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agent-level observability; you assemble testing/monitoring

— Pyrana vs Microsoft Fabric — Comparative Analysis (Summer Fridays).pdf

Effective from: 7/16/2026, 10:57:32 PM