Continue

Continue AI (Continue.dev) is an open-source AI development framework and IDE extension that integrates AI-powered code assistance directly into development environments like VS Code and JetBrains IDEs. It provides intelligent code suggestions, chat-based help, and automated agents to support coding, refactoring, and DevOps automation.

The main features of Continue AI include AI-Powered Code Completion, which offers real-time code suggestions and autocompletion using integrated large language models that predict next lines or entire code snippets based on context. It also has a Chat Mode where you can ask questions, get explanations, and debug interactively within your IDE. Plan Mode allows you to explore code safely in read-only mode to plan changes and get feedback for complex refactoring. Agent Mode helps automate multi-file refactoring, large-scale codebase changes, and integration into CI/CD pipelines for automated workflows like safe dependency updates or auto-documentation. Customizability lets you configure custom AI models, prompt templates, and agent behaviors via configuration files, supporting multiple LLM providers and local or cloud models. Integration with DevOps is provided through the Continue CLI, enabling scripting of AI tasks and continuous AI workflows. Finally, Cross-Platform IDE Support means it works with VS Code and JetBrains via extensions, sharing configuration across environments.

Your code stays on your machine and Continue processes it locally through the extension before sending to your chosen LLM provider. You control whether to use local or cloud-hosted models, ensuring privacy and security aligned with your preferences.

To get started with Continue AI, first install the Continue extension for your IDE, such as VS Code or JetBrains. Then, sign in and configure your preferred LLM models using the JSON/YAML config file. Next, you can use chatbot mode to interact conversationally, try autocomplete by coding naturally, or launch agent workflows for automation. Finally, customize prompts, add context providers, and integrate into your CI/CD pipelines as needed.

Continue supports a flexible provider system allowing you to connect virtually any LLM, including OpenAI’s GPT models and others that support tool/function calling. You can configure multiple models, switch between them, and even add manual capability flags if autodetection doesn’t work.

Agent mode might be inactive if your model lacks native tool support or configuration issues exist. To fix this, you should check if your model supports function/tool calling, add capability flags like tool_use manually in the config file, and verify with your AI provider if capabilities are preserved, especially with proxies or custom deployments.

Continue AI improves developer productivity by reducing manual coding and debugging time through smart autocomplete and AI guidance. It enables fluid conversational assistance without leaving the IDE, maintaining developer flow. It also automates repetitive, low-risk tasks through customizable agents in the CLI or CI/CD pipelines, and offers developers control and transparency through open source licensing and configuration.

More documentation and community support can be found in the official documentation at docs.continue.dev, which covers setup, advanced features, troubleshooting, and FAQs. There is also a GitHub repository with source code and issue tracking at github.com/continuedev/continue, and community forums and discussion channels linked from the official docs and repository.