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Jules review

Google's asynchronous coding agent that works on GitHub repos in cloud VMs and opens pull requests.

Verdict

Jules suits individual developers on GitHub who want to hand off scoped work like bug fixes, tests and dependency bumps and review a pull request later, starting free at 15 tasks a day 1,3. The catch: paid plans only work on personal @gmail.com accounts, GitHub is the only code host, and the public changelog has been quiet since March 2026 3,4,13.

Good fit if you are

  • Solo developers and open-source maintainers on GitHub who want bug fixes, tests and dependency updates done in the background
  • Developers already paying for Google AI Pro or Ultra
  • Developers who want to trigger agent tasks from scripts, schedules or the terminal

Look elsewhere if you are

  • Companies that need Workspace or enterprise accounts, admin controls or compliance reports
  • Teams on GitLab, Bitbucket or self-hosted git
  • Developers who want an interactive, local pair-programming agent

Pros and cons

What we like

  • A free plan gives 15 tasks a day and 3 at once; Pro and Ultra raise that to 100 and 15, or 300 and 60 3.
  • Each task runs in a fresh Ubuntu VM that clones the repo, installs dependencies and runs tests 5,6.
  • You approve the plan, review diffs and publish a branch or PR, and Jules then answers PR comments and fixes failed GitHub Actions checks on its own PRs 4,7,8.
  • Scheduled and suggested tasks, a REST API and the Jules Tools CLI let you run it on a schedule, from scripts or from the terminal 4,9.
  • MCP connections cover Linear, Stitch, Neon, Tinybird, Context7 and Supabase 4.

What to watch

  • Paid plans are sold only through Google AI subscriptions on personal @gmail.com accounts; business users get an interest form 3.
  • Works only with GitHub repositories or repoless sessions 4,13.
  • If you navigate away, Jules auto-approves its plan on a timer 7.
  • Security guidance is limited to an FAQ that makes you responsible for code run in its internet-connected VM 5.
  • The public changelog has had no entries since March 9, 2026, and the FAQ still calls Jules a public beta 4,5.

Key facts

Made byGoogle
PricingFree (15 tasks/day); Google AI Pro $19.99/month; Ultra from $99.99/month
Cost per developer$20 a month (Google AI Pro, billed monthly, for 100 tasks a day)
Also requiresNeeds a Google account (18+) and GitHub repositories; paid tiers need a Google AI plan on a personal @gmail.com account
Where it runsWeb app, Cloud (background), GitHub, Terminal
AI modelsGemini models only: Gemini 3 Flash as the base model on all tiers and Gemini 3.1 Pro as the default for Pro users 4
Works withGitHub, GitHub Actions, Render, Linear, Supabase, Neon, Context7
Security reportsNot published
Free trialFree plan with 15 tasks a day

What Jules is

Jules is Google's asynchronous coding agent. You give it a task on a GitHub repository; it clones the code into a cloud VM, proposes a plan, makes the changes and hands back a diff and pull request while you do something else 1,12. Google Labs opened a public beta at I/O in May 2025 and took Jules out of beta in August 2025 4,12.

Since then Google has added the Jules Tools CLI, a public REST API, memory, scheduled and suggested tasks, MCP connections and automatic fixes for failed CI checks 4,13. The newest changelog entry, from March 9, 2026, made Gemini 3.1 Pro the default for Pro users 4. Google's I/O 2026 developer highlights focused on Antigravity and did not mention Jules 17.

What it can do

You sign in with a Google account, connect GitHub repositories, pick a branch and describe the task, or add the "jules" label to a GitHub issue 1,2. Each task runs in a fresh, short-lived Ubuntu VM with Node.js, Bun, Python, Go, Java, Rust and Docker preinstalled; Jules studies the repo, reads AGENTS.md or the README, or runs your setup script 2,6. The VM has internet access, and Jules can browse the web and test web apps 4,5.

Jules writes a plan you can revise in chat and approve. If you navigate away it auto-approves on a timer, and a Planning Critic agent reviews auto-approved plans 4,7. Changes appear as mini diffs and a full diff view before you publish a branch or PR 8. Jules reads PR comments, fixes failed GitHub Actions checks on its own PRs, and can commit as itself, as you, or as co-author 4. The Jules Tools CLI (npm install -g @google/jules) starts remote sessions from the terminal and pulls results back, and the v1alpha REST API creates sessions from scripts, including repoless ones 4,9.

  • Actions. Jules clones the repo into a cloud VM, writes a plan, edits code across files, runs tests and publishes a branch or pull request 1,6,8. It can browse the web, test web apps, fix failed CI checks and Render build failures on its PRs, and run scheduled or suggested tasks 4,10.
  • Setup. Sign in with a Google account, connect GitHub repositories, pick a branch and write a prompt, or label a GitHub issue "jules" 1,2. Jules reads AGENTS.md or the README to set up its VM, and an optional setup script handles complex builds 2,6.
  • Reviewing its changes. You approve the plan, review a mini diff or full diff view, then publish a branch or PR authored by Jules, by you, or by both 4,7,8.
  • Analytics. Each task ends with a summary of files changed, lines modified, runtime and branch; no team analytics are documented 8.

Pricing

Jules has no standalone price. The free plan gives 15 tasks per rolling 24 hours and 3 at once 3. Jules in Pro comes with Google AI Pro at $19.99 a month: 100 tasks a day, 15 concurrent and Gemini 3.1 Pro 3,4,11. Jules in Ultra comes with Google AI Ultra, sold at $99.99 or $199.99 a month after Google added a $100 tier and cut the top tier from $250 at I/O 2026, with 300 tasks a day and 60 concurrent 3,11,14. There is no overage: at the cap you wait for the rolling window to reset or upgrade 3. Paid plans only work on personal @gmail.com accounts, and each family-plan member gets separate limits 3. For daily professional use, Pro at $19.99 is the realistic cost.

PlanPriceIncludes
Jules (free)$03,415 tasks per rolling 24 hours, 3 concurrent tasks, Gemini 3 Flash base model
Jules in Pro$19.99/month (Google AI Pro)3,4,11100 tasks per day, 15 concurrent tasks, Gemini 3.1 Pro as default model
Jules in Ultra$99.99 or $199.99/month (Google AI Ultra)3,11300 tasks per day, 60 concurrent tasks, priority access to the latest model

Security and data

Jules runs your code in Google's cloud VMs and leaves the safety of that code to you: the FAQ asks you to keep secrets out of repos and be careful with third-party packages 5. Google says Jules does not train on private repository content 5, and told TechCrunch in 2025 that data from public repositories may be used for training 12. Google publishes no certifications, retention terms or data-residency options for Jules, and paid plans cover personal accounts only 3. Embrace The Red reported in 2025 that prompt injection could make Jules leak data or take remote commands, and that outbound network access was not sandboxed by default 15,16.

  • Training on your data. Private repository content is not used for training; public repository data may be 5,12
  • AI models. Google Gemini 4

What customers say

Google names no Jules customers. Its own figures say thousands of beta users ran tens of thousands of tasks and produced over 140,000 public code improvements 12. SimilarWeb data reviewed by TechCrunch counted 2.28 million visits during the beta, 45% of them from mobile, and Google says its main users are AI enthusiasts and professional developers 12. Independent security research found data-exfiltration and remote-control flaws in 2025 15,16.

What Google claims (not independently verified):

  • During the beta, thousands of developers ran tens of thousands of tasks, producing over 140,000 public code improvements 12
  • The Planning Critic cut task failure rates by 9.5% 4

Concerns raised by others:

  • Embrace The Red showed in August 2025 that prompt injection could make Jules leak data through image rendering and its web-reading tool, and said the weaknesses were not entirely mitigated 15.
  • A second Embrace The Red report showed prompt injection turning Jules into a remotely controlled "zombie" agent 16.

How we scored it

CriterionWhyScore
What it can do
30% of the total
Jules plans, edits multiple files, runs tests in a cloud VM, fixes failed CI checks and opens pull requests, with MCP tools 4,6,8, but it is cloud-only: the CLI and API start remote sessions rather than running locally 9.4/5
Pricing
20% of the total
Free, Pro and Ultra plans and their task and concurrency limits are public in numbers 3,11, but there is no overage option and no business plan 3.4/5
Control
20% of the total
Tasks run in isolated VMs, plans wait for approval unless auto-approved, and changes land as diffs and PRs 5,7,8, but no command allow-lists, checkpoints, org policies or audit logs are documented 3.3/5
Security and data
15% of the total
Google says Jules does not train on private repositories 5, but names no SOC 2 or ISO report, retention terms or residency options for Jules, and public-repo data may be used for training 12.2/5
Customer evidence
15% of the total
Proof rests on Google's own beta figures with no named customers 12, and the main independent evidence is 2025 research showing data-exfiltration and remote-control flaws 15,16.2/5
TotalWeighted sum of the 5 levels, out of 10.6.4

Sources

  1. Jules - An Autonomous Coding Agent — Google, accessed 8 October 2026
  2. Getting started — Jules Docs, accessed 8 October 2026
  3. Limits and Plans — Jules Docs, accessed 8 October 2026
  4. Changelog — Jules Docs, accessed 8 October 2026
  5. FAQ — Jules Docs, accessed 8 October 2026
  6. Environment setup — Jules Docs, accessed 8 October 2026
  7. Reviewing plans & giving feedback — Jules Docs, accessed 8 October 2026
  8. Reviewing code changes — Jules Docs, accessed 8 October 2026
  9. Jules Tools Reference — Jules Docs, accessed 8 October 2026
  10. Integrations — Jules Docs, accessed 8 October 2026
  11. Google AI Pro & Ultra subscriptions (US) — Google, accessed 8 October 2026
  12. Google's AI coding agent Jules is now out of beta — TechCrunch, accessed 8 October 2026
  13. Google's Jules enters developers' toolchains as AI coding agent competition heats up — TechCrunch, accessed 8 October 2026
  14. Google launches Antigravity 2.0 with an updated desktop app and CLI tool at IO 2026 — TechCrunch, accessed 8 October 2026
  15. Google Jules: Vulnerable to Multiple Data Exfiltration Issues — Embrace The Red, accessed 8 October 2026
  16. Jules Zombie Agent: From Prompt Injection to Remote Control — Embrace The Red, accessed 8 October 2026
  17. I/O 2026 developer highlights: Antigravity, Gemini API, AI Studio — Google, accessed 8 October 2026