Local AI Coding Assistant: Complete VS Code + Ollama + Continue Setup

The integration of Ollama with VS Code through the Continue extension has matured into a practical alternative to cloud-based coding assistants. This SitePoint guide walks developers through configuring a complete local code intelligence stack that maintains code privacy while providing real-time suggestions and completions.

Ollama's recent improvements in model serving and the Continue extension's refinements make this setup both accessible and performant for typical development workflows. By running models locally—whether smaller efficient models like Mistral or larger options like Code Llama—developers avoid exposing proprietary code to external services. The setup supports features like code completion, documentation generation, and refactoring suggestions without leaving your local machine.

For engineering teams concerned with code confidentiality or operating in restricted network environments, this local setup eliminates a major vulnerability while improving developer iteration speed. The guide covers model selection, performance tuning, and integration with popular coding frameworks. Follow the complete setup guide on SitePoint.

Source: Google News · Relevance: 8/10