DeepSeek opened its AI stack: a guide to what you can actually build with it

TheTuringPost · x · 2026-11-04

Turing Post publishes a deep guide to DeepSeek's opened AI stack — beyond leading reasoning models, it includes an inference engine, an agent harness, and libraries down to how data moves between chips. The piece walks through the architecture (Causal Encoder/Decoder, MoE, CSA2 attention, hierarchical sparse indexer) and the practical questions: who can run it, what it costs, and how to wire the pieces into working agents.

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