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Category: AI Architecture & System Design
Deep dives into designing scalable, production-grade AI systems — including RAG pipelines, LLM orchestration, multi-agent systems, and real-world architecture patterns. Focused on what works (and fails) in production environments.
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Why your AI architecture looks right on paper but fails in production
The whiteboard looks perfect. The pager does not. You can diagram a clean RAG pipeline in five minutes. Vector DB, LLM, a couple of services, job queue, done. It demoed…
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Stop chasing model accuracy. Design for reliability.
The outage did not care about your 82% accuracy Your eval showed 82% accuracy last week. PagerDuty still went off at 2:13 AM because: The vector DB had a 99th…
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