Manage fleets of local and cloud agents from one surface. Plan, delegate, review, and ship without leaving your editor. Widen the model hidden dimension Learning rate tuning Increase the Muon matrix learning rate Learning rate tuning Add a learning rate warmup phase Learning rate tuning Tune the WSD warmdown ratio Switch the MLP activation to GELU Establish the training baseline Add QK-norm and value embeddings A team of agents for every engineer. Devin Desktop is the home for coding agents to do your best work. You decide what to build, then your agents write the code, chase the edge cases, and test every detail. The power of an IDE, exactly when you need it. Read, trace, and debug every change your agents ship. Devin Desktop includes a full IDE with syntax highlighting, autocomplete, and debugging tools built in for you to stay in flow. All the models, All the agents. Work across models and agents, powered by the Agent Client Protocol (ACP). One Space for every agent Use Spaces to share context and Git worktrees across all your agents. Supercomplete predicts your next thought, not just your next edit. Instant codebase context Fast Context finds the exact files and lines your agent needs—in milliseconds. Never miss a detail Rapidly (or deeply) review every agent diff—before you push. Free world-class models Unlimited access to SWE-1.6, the fastest coding model in the world. To build a dashboard for real-time store sales data, we will stream events from Kafka over websockets and render them onto a three.js globe.

Effortless handoff to the cloud The only IDE designed for you to close your laptop. Teams building with Devin Desktop Devin Desktop makes it easy to dispatch and monitor our array of agents from a single command center. We're excited to partner with Cognition to bring the agents Ramp engineers already use into one shared workspace, making it easier to jump between tasks, preserve context, and get more done. At Harvey, we built our internal background agent, Spectre, to work across long-running engineering efforts while carrying organizational context for our legal research, engineering, product, and design teams to seamlessly collaborate. With Devin Desktop's support for custom background agents, that context now extends to every engineer's laptop, so humans and agents work from the same shared understanding instead of starting from scratch. NVIDIA is joining Cognition's research preview for multi-agent support in Devin Desktop. Our engineers run multiple agents across complex workflows every day, and we're excited to help define how they share context and coordinate in one place. We've been working closely with Cognition as a design partner on multi-agent support in Devin Desktop. Our engineers run multiple agents every day and Devin Desktop is the first tool that lets them manage all of them together, with shared context, from one place. Devin Desktop gives our teams the same intelligent agent experience, but with the full permissions and flexibility of their local machines. For development work that benefits from a faster, more hands-on environment, it's a natural fit. It's snappier, it's accessible, and it fits the way a lot of our developers are working today. Make Devin Desktop your own Extend Devin with the tools, skills, and plugins your team already uses. Search channels and messages, send and read messages, and access user profiles. Find and fix problems in your JavaScript and TypeScript code. List, create, update, and query issues, projects, initiatives, cycles, and comments. Code completion, go-to-definition, and inline diagnostics for Rust. Retrieve and manage pages, databases, and comments; search across your workspace. Opinionated code formatter that enforces a consistent style across your codebase. Get files, nodes, and images; manage comments, components, styles, and webhooks. C and C++ language server with completion, navigation, and diagnostics. Retrieve issue data and stack traces; search, filter, and update issue status. Fast type checking, IntelliSense, and diagnostics for Python. Create and manage customers, products, subscriptions, invoices, payouts, and refunds. The official Go language server for completion, navigation, and refactoring. Manage projects and deployments, analyze logs, and search Vercel documentation. Retrieve telemetry insights and manage incidents, monitors, logs, dashboards, and traces. Access Jira and Confluence — manage issues and create enterprise documentation. So good you can't work without it Learn about our plans Trusted by developers. Frequently Asked Questions