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LLM Transparency

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Alibaba Cloud Native
Alibaba Cloud Native
Aug 14, 2026 · Artificial Intelligence

A New Paradigm for Agent Engineering: Everything as Plugins

DeepSeek Harness introduces a fine‑grained, fully plug‑in‑based architecture that makes LLM agents transparent, traceable and highly customizable, allowing developers to replace or extend any component—from model adapters to the main loop—thereby exposing optimization opportunities that were hidden behind traditional monolithic frameworks like LangChain.

Agent EngineeringDeepSeek HarnessLLM Transparency
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A New Paradigm for Agent Engineering: Everything as Plugins