context specification

2 articles · 5 co-occurring · 0 contradictions · 0 briefs

Lopopolo's spec-from-impl pattern is a concrete instantiation of how context must be specified for AI systems to work well—capturing implicit knowledge from working examples.

Related concepts

multi agent orchestration 2 mcp governance 1 iterative refinement 1 implicit knowledge extraction 1 ai agent architecture 1

Evidence chain (2 articles, showing 2)

@_lopopolo: Re the best spec is the code: the spec for symphony was distilled out of the ... example_of

Lopopolo's spec-from-impl pattern is a concrete instantiation of how context must be specified for AI systems to work well—capturing implicit knowledge from working examples.

API Security for AI Agents, LLMs & Model Context Protocol supports

MCP's definition of 'what an agent knows, what it may do' is a form of context specification—explicit framing of agent capabilities and constraints.

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