AI Code King walks through seven published examples attributed to Deepseek HarnessAn AI agent harness is the software framework that packages a model with tools, instructions, context management, execution controls, and user interaction., including a landmark gallery, a transformer visualization, interface styles, a poster workbench, video editing, paper reading and usage statistics.
The presenter highlights specifying placement, interactions, counts, defaults and real dataPrompt engineering is the practice of designing and refining instructions, context, examples, and constraints to obtain useful AI outputs., and notes that examples may require several rounds of refinementAn AI feedback loop occurs when AI outputs or their consequences become inputs that influence later model or agent behavior.. The discussion describes a developer preview and its limitations rather than establishing that a single prompt reproduces each result.
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