Backed By Google
Use this AI to automate complex coding tasks (features, bugs, tests) for software developers.
Jules is Google’s advanced AI-powered coding agent, now in public beta and available globally wherever Gemini models are supported. Unlike traditional code-completion tools, Jules operates as a fully autonomous agent: it clones your codebase into a secure Google Cloud virtual machine (VM), deeply understands project context, and independently executes complex coding tasks. These include writing tests, building new features, fixing bugs, updating dependencies, and generating audio changelogs. Jules integrates directly with GitHub, allowing developers to assign tasks and review plans, reasoning, and code diffs at every stage. It operates asynchronously, so users can focus on other work while Jules completes assignments in the background. Privacy is central—Jules does not train on private code, and all data remains isolated within its execution environment. The tool leverages Gemini 2.5 Pro for advanced reasoning and multi-file changes, and is designed to accelerate software development by shifting from code suggestions to agentic, hands-off automation.
Build new features autonomously.
Update dependencies automatically.
Generate audio changelogs for code changes.
Identify and fix bugs without manual intervention.
Write tests to prevent future issues.
Assign coding tasks to Jules via GitHub.
Review Jules' plans, reasoning, and code diffs.
Focus on other tasks while Jules works asynchronously.
Enable Jules to deeply understand project context.
Leverage Gemini 2.5 Pro for advanced reasoning.
Ensure private code remains isolated during execution.
Prevent Jules from training on private code.
Gemini 2.5 Pro Model Access
Higher access to the latest model (starting with Gemini 3 Pro)
Priority access to the latest model (starting with Gemini 3 Pro)
GitHub Integration (PR creation, issue linking)
Asynchronous Operation (fire-and-forget task execution)
Plan Review/Approval (human-in-the-loop control)
Isolated Cloud VM Execution
Automated Testing/Verification
verage.
routine tasks.
ture (requires human to validate output).
sign/refactoring projects.
Shifts the developer paradigm from inline assistance to autonomous delegation, freeing up developers from routine, time-consuming tasks like bug fixes and dependency management by operating asynchronously in a secure, isolated environment.
Reported slowness and lag in task completion (user reported) Strict daily task limits and concurrent task caps in all tiers Not suitable for large-scale architectural overhauls Can sometimes 'hallucinate' or introduce new, subtle bugs Heavy reliance on GitHub (no support for other source control platforms) Requires human oversight/review on all PRs