Continue
What it is: Open-source AI code assistant for VS Code. Bring your own model. GPT-4, Claude, or local LLMs.
What It Does Best
Model flexibility. Switch between GPT-4, Claude, Llama. Use different models for different tasks. Total control.
Open-source transparency. No vendor lock-in. Customize behavior. Self-host if needed. Privacy-friendly.
Context providers. Pull in docs, GitHub issues, terminal output. AI sees full picture of what you're building.
Key Features
Multi-model support: GPT-4, Claude, Llama, and more
Autocomplete: Real-time code suggestions in VS Code
Chat interface: Ask questions about your codebase
Context providers: Integrate docs, issues, and terminal
Open-source: Fully customizable and extensible
Pricing
Continue: Free and open-source
API costs: Pay for the models you use
Local models: Free (run Llama, CodeLlama locally)
When to Use It
✅ Want control over your AI stack
✅ Privacy concerns with proprietary tools
✅ Experiment with different models
✅ Need offline coding with local models
✅ Prefer open-source tools
When NOT to Use It
❌ Want zero configuration (use Copilot instead)
❌ Don't want to manage API keys
❌ Prefer enterprise support
❌ Need JetBrains IDE support (VS Code only)
❌ Want fully managed solution
Common Use Cases
Privacy-sensitive work: Use local models for proprietary code
Model experimentation: Test different LLMs for your workflow
Customization: Build specific context providers for your project
Offline development: Code without internet using local models
Open-source contribution: Contribute to and extend the tool
Continue vs Alternatives
vs GitHub Copilot: Continue is open-source and model-agnostic
vs Cursor: Continue is plugin, Cursor is full editor
vs Codeium: Continue offers more customization, Codeium easier setup
Unique Strengths
Model freedom: Use any LLM you want
Open-source: Full transparency and extensibility
Local models: Run Llama and others completely offline
Context control: Customize what AI sees about your project
Bottom line: Copilot alternative for people who want control. Open-source, flexible, privacy-respecting. Requires more setup but worth it for customization.