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Brief, mostly signal

Essay proposes three primitives for minimal agent systems

The GitHub essay names Runtime, Workspace and External knowledge source as the core parts. It makes eight predictions running to late 2028, and it is analysis rather than a released tool.

Read the source at github.com

What the research found

A GitHub framework essay proposing Runtime, Workspace, and External knowledge source as minimal agent system primitives, with eight predictions running to late 2028; it is analysis, not a released tool.

Claims and how well the evidence supports them

  1. The framework defines three primitives: Runtime, Workspace, and External knowledge source 99%
  2. The framework makes eight testable predictions with an observation window ending late 2028 99%
  3. Distillation is triggered only when four conjunctive conditions hold 98%

Evidence

Actionability rated low.