by Minh Nguyen Huu Tuan

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Intelligence System Design

Here we explore how intelligent systems are built—from machine learning models to the infrastructure that powers them.

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Recent Posts
RAG Systems Are Not Knowledge
7 min read · AI Engineering
Most RAG systems are document search with extra steps. We need to stop pretending retrieval is reasoning.
The Missing Layer in AI: Systems Engineering
8 min read · Systems
AI demos run on vibes. Production AI runs on Kafka, queues, and storage. The gap between the two is called systems engineering.
Why Most AI Agents Are Just Scripted Workflows
7 min read · AI Engineering
Multi-agent frameworks are everywhere. Actual autonomous reasoning is nowhere. Let us talk about what agents really are.