Beyond System Prompts: Enforcing Policy & Action Boundaries in Enterprise AI Agents

Adil Sher

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Jul 28, 2026

3 min read

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Beyond System Prompts: Enforcing Policy & Action Boundaries in Enterprise AI Agents

Summary

The Failure of Prompt-Based Guardrails

The 4-Tier Action Risk Classification Framework

3 Non-Negotiable Rules for Runtime Action Boundaries

Architect’s Take

Sources & References

About Me

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This article discusses content originally published by at Dev.to.

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Written by Adil Sher

Full stack developer building high-traffic platforms, AI services, and custom web applications. Explore my portfolio, learn about my background, or get in touch.

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