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[ARTICLE · art-51165] src=news.ycombinator.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

AI agents accessing production database

A developer implementing AI agents in production seeks advice on architecture, guardrails, and challenges when agents access real production databases for an SMB client's internal work.

read1 min views1 publishedJul 8, 2026

| |||||||||||| 1 point by | So we have arrived at a point, our agent neeeds to interact with real production database. So if you have implemented agents beyond the prototype stage, 1. what does your architecture is like, 2. any guardrails or runtime we need to custom build and 3. problems you have faced when it reached production. So this is my first time implementing agents in production so rather than product recommendations please do give your learnings from real implementation. Client: a smb(mostly internal work) | ||||||||||| |

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