OpenHands (formerly OpenDevin) is an open-source AI software development agent by All Hands AI that can write code, run commands, browse the web, and manage files to perform real engineering work. Give it a task and it plans, edits code, tests its changes, and iterates until the job is done โ operating inside a sandboxed workspace rather than just suggesting snippets. It is built around a collaboration-first design: you review and steer its work continuously, keeping you in control of what ships.
Key Features
Autonomous Agent Loop: Plans, writes, executes, and debugs code independently through a long-running feedback loop
Sandboxed Environment: Every session runs in an isolated container so experiments and builds cannot damage your machine
Web & CLI Integration: Can browse documentation, search the web, and run terminal commands as part of the task
Multi-Model Support: Works with a range of LLMs including local models and major hosted providers
Git & PR Workflow: Creates branches and pull requests, and can operate directly on GitHub issues
UI + CLI + SDK: Use the web dashboard, the headless CLI, or embed it via the Python/Docker SDK
Extensible Skills: Add custom skills and actions to specialise it for your codebase or workflow
Why Use It
OpenHands moves beyond tab-completion into delegated engineering. Instead of asking an assistant for a snippet and pasting it yourself, you describe a goal and OpenHands does the whole loop โ editing, running tests, fixing failures โ while you review each step. Its sandbox offers a safety advantage over tools that modify your working tree directly. For developers who want their stored knowledge on a reusable, inspectable agent, OpenHands is one of the most complete open-source options.
Use Cases
Bug fixing: Point it at a failing test and let it trace, patch, and verify the solution
Feature implementation: Describe a new module and review the code + tests it produces
Codebase onboarding: Ask it to explore a repo, summarise architecture, and document entry points
Automated issue triage: Wire it to GitHub issues for draft PRs and investigation reports
Platform
Linux, macOS; Docker required for the sandboxed runtime
Overview Neuronto is a federated Agentic Resource Discovery (ARD) registry — a search index that answers the question “what tool can do this task?” on behalf of AI agents. Instead of hard-coding integrations one by one, an agent sends a single query and Neuronto searches its own catalogue plus every other public ARD registry at […]