SMRTR AIJun 4, 2026Hacker Noon

How I Built Guardrails That Stopped My AI Agent From Going Rogue

SMRTR summary

After an AI support agent leaked a customer's email address on day three in production, a developer built a four-layer guardrail system to prevent future failures. The solution — input filtering, output validation, cost limits, and tool-call controls — adds only 40ms of overhead but stops data leaks, runaway API bills, and unauthorized tool use before they reach users.

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