Strengths & Limitations

Balanced assessment

Strengths

  • Open-source core allows inspection of code and prevents user data from being used for AI training.
  • Full control over AI models, embeddings, and permissions reduces vendor lock-in.
  • Supports complex multi-step tasks including browser automation and testing.
  • Integrates natively into VS Code without requiring app switching.
  • Provides remote cloud access for agents and project context.

Limitations

  • Relies on user-supplied API keys, leading to variable costs depending on AI model usage.
  • Requires separate setup of embedding providers and vector databases for codebase indexing.