Autonomous Coding Agents

Turn issues into planned, built, and reviewed changes with an agent-powered delivery pipeline. Mastra Factory lets teams configure the stages and keep human review gates in the workflow.

GitHub Copilot coding agent is GitHub’s asynchronous cloud agent for taking work from issues or prompts, changing code in a GitHub Actions-powered environment, and opening pull requests for human review. GitHub’s current documentation also refers to this product as Copilot cloud agent.

Jules is Google's asynchronous AI coding agent for delegating GitHub development tasks to autonomous cloud workers. It can plan, modify, test, review, and publish code changes while developers continue working elsewhere.

Factory is an agent-native software development platform built around Droids: AI agents that work across the terminal, IDEs, web app, Slack, Jira, Linear, and CI/CD. It is best for teams that want to delegate real engineering tasks instead of only receiving inline code suggestions.

OpenHands is an open-source, model-agnostic platform for autonomous software development agents. It can run locally, in OpenHands Cloud, or self-hosted for teams that want agents to plan, edit code, run commands, browse, test, and open pull requests.

Devin is Cognition’s autonomous AI software engineer for planning, coding, testing, debugging, reviewing, and shipping work across real repositories. It is designed for engineering teams that want parallel cloud agents and a desktop command center rather than only chat, autocomplete, or local IDE assistance.