What GitHub Copilot is, and what an open-source alternative is
GitHub Copilot is GitHub's AI coding tool. It works in your editor, in GitHub, and from the command line, and it now runs cloud agents and custom agents as well; GitHub's own documentation and product page describe the current set. The code is not published and the service runs on GitHub's infrastructure, so a security review reads GitHub's documentation rather than the source.
An open-source alternative answers that with code you can read and run where you decide. Continue, Cline, Roo Code and Aider are coding assistants that extend your editor or terminal. OpenHands is a self-hosted developer control center that runs coding agents across local, remote and cloud backends. Kortix is the open-source AI Operating System: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers (Read the docs).
An editor assistant is a different tool from an agent workforce
Continue is a coding agent available as a CLI, a VS Code extension and a JetBrains plugin, and its repository is now read-only (Continue). Cline calls itself the open-source coding agent in your IDE, terminal and desktop, and it asks for human approval before it acts (Cline). Roo Code puts a set of modes, Code, Architect, Ask and Debug, inside your editor (Roo Code). Aider is pair programming in the terminal (Aider). OpenHands is a self-hosted developer control center that runs OpenHands, Claude Code, Codex, Gemini, Pi, OpenCode or any ACP-compatible agent across local, remote and cloud backends (OpenHands).
Each of those tools writes or runs code where you already work, on the machine in front of you, and you watch each change. That fits one developer at one keyboard. An agent workforce is a different layer. It runs a whole job on its own machine, keeps its state in the repo, and hands back a result a person reviews before it counts.
Kortix applies that at team scale. One isolated sandbox per session. Each session has its own isolated machine and branch. Thousands of agents in parallel on one config, each on its own cloud computer. Session work reaches main through a change request. Merge is default-deny for agents (Read the docs).
Which fits a solo developer and which fits a team
A solo developer who wants help inside the editor is served by Cline, Roo Code or Aider. The assistant edits files you can see, you keep your own machine and your own model keys, and you accept or reject each change.
A team that needs the work reviewed before it counts wants the agent layer in a repo. Kortix puts the configuration in a git repo the team owns, runs each task on its own cloud computer, and lands the result as a reviewed change. Reach is wide: 3,000+ apps in a click, plus MCP, OpenAPI, Postman, GraphQL and raw HTTP, and connector credentials are brokered server-side and never enter the machine. Models stay the team's choice too: any model provider with your own keys, or the ChatGPT plan you already pay for.
For the wider field, the open-source Copilot alternatives guide compares the company-level tools, and the Kortix vs Copilot page works through the product head-to-head. For governance rather than completions, see managing Copilot agents. The long-form version is on the Kortix blog.