DSLs + AI Integration

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What is a DSL?

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type Item {
    text ItemNumber;
    text Name;
    number Quantity format "[0-9]+" with "Must specify a number"
};

type Address {
    text Street1;
    text Street2 optional;
    text City;
    text State = "CA";
    text Zip
};

Warp plugin

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Visual Studio — available VS Code — planned

  • Feature 1

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  • Feature 2

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  • Feature 3

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  • Feature 4

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  • Feature 5

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  • Feature 6

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Spec editor with live DSL sync
Spec editor with live DSL sync
Spec types → typed F# models
Spec types → typed F# models
Spec endpoint → typed route
Spec endpoint → typed route

AI code review for WebSharper (VS Code)

Review, explain, and fix code without leaving the editor. Private by default, with optional WebSharper-docs context.

Offline • Local Ollama Privacy-first • No cloud calls WebSharper-docs aware (RAG)
Get the extension View on GitHub

  • Stay in flow

    Get in-editor suggestions as a streamed diff. Accept or reject in one click.

  • Private by design

    Runs locally with Ollama. No cloud calls. Works great offline.

  • WebSharper-aware when needed

    Toggle RAG to enrich reviews with bundled WebSharper context.

  • Shadow Git snapshots

    Keep a private audit trail of accepted edits. Browse and roll back anytime.

  • Model switcher & preferences

    Pick your local coder model and steer tone, naming, and idioms via AI Preferences.

  • Works with huge files

    Large-file safety falls back to selection-only, so you never lose control.

Right-click: WS Code Review → Show Suggestion
Show Suggestion from context menu
Command Palette: Show Suggestion
Run from Command Palette
Diff preview with Accept/Reject
Streamed diff • Accept / Reject
Setup & commands (for developers)

Quick start

  1. Install from Marketplace or run code --install-extension souvanxay.ws-code-review.
  2. Install Ollama, pull a coder model (ollama pull qwen2.5-coder:7b-instruct), then ollama serve.
  3. Open an .fs file. Run WS Code Review: Show Suggestion via shortcut, context menu, or Command Palette.
  4. Accept/Reject the suggestion. Enable Shadow Git to snapshot accepts: "wsCodeReview.git.enable": true.
  5. For WebSharper-docs-aware reviews, toggle the RAG pill or enable "wsCodeReview.rag.enable": true, then Refresh.

Commands

  • WS Code Review: Show Suggestion
  • WS Code Review: Change Ollama Model
  • WS Code Review: Set / Show / Clear AI Preferences
  • WS Code Review: Show / Clear Shadow Git History
Read the guide