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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Lola Burgueño

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Book Open access Jul 2026

How much does an LLM know about my programming language?

This paper introduces a systematic framework to identify and quantify the syntactic knowledge exhibited by an LLM with respect to a given programming language, and defines syntactic coverage as a set of measurable indicators of how comprehensively language constructs are represented in datasets and generated code.

David Delgado, Lola Burgueño, R. Clarisó · 0 citations

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