Equation 3 · Claude Code, From First Principles: The Agentic Loop, Permissions, and What Actually Executes
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Symbol pi
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Let be the context available to the model at step t : system instructions, conversation so far, file contents, tool outputs. The model is a policy that, given , emits either a final answer or a tool call :
Sources cited in the article section
- [2] How Claude Code works ↗
- [11] Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems ↗
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