Cline vs Continue: Choosing the Best AI Coding Assistant for Your Workflow

The landscape of software development is shifting from simple autocomplete suggestions to complex agentic workflows, making the Cline vs Continue debate a central topic for engineers seeking more autonomy from their tools. While both projects aim to integrate Large Language Models into the coding experience, they represent different philosophies regarding how much control an AI should have over your file system and terminal. Choosing between them requires understanding whether you need a guided pair programmer or a semi-autonomous agent capable of executing multi-step tasks.

Understanding the Architecture of AI Assistants

At their core, both Cline and Continue function as bridges between your local development environment and powerful inference engines. However, their architectural choices lead to distinct user experiences.

Continue is primarily designed as an extensible IDE extension. it excels at providing context-aware chat, code generation, and inline edits. It focuses on the developer experience within the editor, allowing you to highlight code and ask for refactors or explanations. It supports a wide range of models and providers, making it highly flexible for teams that want to standardize their AI usage without switching tools.

Cline, formerly known as Claude Dev, takes a more agentic approach. It is built to act as a digital collaborator that can not only write code but also read files, run commands, and observe the output of your terminal. This allows Cline to iterate on a problem until a specific goal is met, rather than just providing a one-shot response to a prompt.

Key Differences in Interaction Models

The choice between Cline vs Continue often comes down to how you prefer to interact with AI during a session.

The Chat-Centric Approach

Continue prioritizes the sidebar chat and inline shortcuts. It feels like a natural evolution of the traditional IDE experience. You use it to navigate through existing logic, generate boilerplate, or debug specific functions. It is excellent for developers who want to remain in total control of every character written to the disk.

The Agentic Approach

Cline operates with a higher degree of autonomy. When you give Cline a task, it creates a plan, searches through your directory, and attempts to implement the solution. It can run a build command, see the error logs, and then self-correct. This saves significant time for boilerplate tasks or migrations, though it requires more trust in the model outputs.

Comparison Table: Cline vs Continue

The Role of Local Context and Privacy

Both tools allow for significant customization regarding which models you use. Privacy is a major concern for developers, and both Cline and Continue support connecting to local LLMs via providers like Ollama or LM Studio.

Continue provides a robust configuration system where you can define different models for different tasks, such as using a larger model for chat and a faster one for autocomplete. This allows for fine-tuned control over latency and cost.

Cline relies heavily on the reasoning capabilities of the model. Because it acts as an agent, it performs best with high-reasoning models like Claude 3.5 Sonnet. The effectiveness of the agentic loop is directly tied to the model ability to follow instructions and handle tool-calling.

Expanding the Workspace with Deska

While extensions like Cline and Continue are powerful, they are often confined to the constraints of a traditional IDE window. This is where Deska offers a different perspective on the development environment.

Deska is a free desktop application for Mac, Windows, and Linux that provides an infinite canvas workspace. Instead of being limited to tabs, you can place panels anywhere and zoom out to see your entire project at once. It supports terminals and a built-in code editor based on Monaco.

What makes Deska relevant in the context of Cline vs Continue is its ability to run multiple coding agents side by side. For instance, you can run Claude Code and OpenCode in separate panels on the same canvas. This allows you to compare how different agents approach the same problem in real-time.

Key features of Deska include:

• A local-first architecture where your files and sessions stay on your machine.
• The ability to use your own API keys for various models through a BYOK model.
• Ask Deska, a voice and chat assistant that can manage your workspace, open panels, and execute commands.
• A mobile app that lets you monitor long-running tasks or terminal sessions from your phone via a secure, direct relay.

Choosing Your Workflow

Deciding between Cline vs Continue depends on the complexity of the tasks you want to delegate.

1. Use Continue if you want a reliable, integrated tool that enhances your current coding speed without taking over your terminal. It is perfect for developers who want a better version of Copilot with more control over context.
2. Use Cline if you want to experiment with agentic workflows where the AI handles the "busy work" of finding files, running tests, and fixing bugs based on terminal output.
3. Use Deska if you find the single-window IDE layout too restrictive. The canvas approach is ideal for complex debugging sessions where you need to see the browser, multiple terminals, and your code simultaneously.

Frequently Asked Questions

Is Cline or Continue better for local LLMs?

Continue has a more mature configuration system for switching between local providers like Ollama. While Cline supports local models, its agentic nature requires a very high level of reasoning that many smaller local models currently struggle to maintain.

Can I use Cline and Continue together?

Yes, many developers install both in VS Code. You might use Continue for quick inline edits and Cline for more complex, multi-file refactoring tasks. They do not conflict since they operate as separate sidebar extensions.

Does Cline have a mobile version?

Cline is strictly a VS Code extension. If you need to monitor your agents or terminal output while away from your desk, the Deska mobile app provides a secure way to stay connected to your local workspace without exposing ports.

Getting Started with Modern AI Tools

The best way to determine which tool fits your style is to test them on a real project. Start by installing Continue for your daily coding needs and then try Cline for a specific feature request or bug fix.

If you are looking for a more expansive environment to run these agents and manage your workspaces, you can download Deska for free. It provides the flexibility to run multiple agents and tools on an infinite canvas, keeping your data and storage entirely local and under your control. By integrating these tools into a cohesive workflow, you can move past simple code completion and into the era of truly intelligent software development.