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Ryan Orban

Ryan Orban

Subject
2 entries

Lsp

Bookmarks

  1. VS Code PR: LSP linting for AI prompt files

    VS Code PR that adds LSP-based real-time linting for AI prompt files — flags weak instructions, ambiguity, XML structure issues, redundancy, template variable errors, and token budget problems. Like ESLint for prompts.

  2. monitors4codegen — Monitor-Guided Decoding

    Monitor-Guided Decoding uses LSP (Language Server Protocol) static analysis as a 'monitor' during code LM generation to enforce semantic validity — identifiers must exist, types must match. NeurIPS 2023 paper from Microsoft with the multispy Python library for building LSP-backed code gen applications.

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