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#guardrails

Diagram illustrating a naive RAG pipeline compared to a guarded RAG pipeline.
AI & Machine Learning

Beyond Basic RAG: Guardrails for Production Data Answers

The promise of asking LLMs about your private documents often crumbles under the weight of simple RAG implementation. It's not about the LLM's intelligence, but the retrieval's accuracy.

7 min read 3 weeks, 4 days ago
Screenshot of code showing guardrail logic for autonomous agents.
DevOps & Infrastructure

Autonomous Agents Nearly Wiped Staging Env: Dev's Guardrail Fix

An autonomous agent’s rogue `DROP TABLE` command on a staging environment, dangerously mirroring production, highlights the critical need for strong guardrails. This incident spurred the creation of a deterministic 'bouncer' system.

6 min read 1 month ago

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