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Each Responsibility in the Environment Best Suited to It

Polyglot architecture is not permission to create unnecessary complexity. It is a controlled method for placing each responsibility in the environment best suited to it.

Responsibility Matrix

  • Native Core

    Rust for protocol handling, secure runtime, and deterministic automation.

  • AI & Models

    Python for experimentation, training, embeddings, and agent frameworks.

  • Web Interface

    TypeScript and SvelteKit for typed web applications and control planes.

  • Desktop Shell

    Tauri combining Rust native core with modern web UI.

  • Browser-Local AI

    TypeScript with WebLLM and WebGPU for client-side inference.

Boundary Rules

Each cross-language boundary must define schema, version, timeout, error format, authentication, authorization, logging, retry behavior, ownership, and test method.