Google has released Antigravity 2.0, a major update to its Gemini AI platform that finally solves one of the biggest frustrations developers have faced: understanding exactly how much quota they have left and how shared model limits work. The update introduces a redesigned quota dashboard with clearer visibility into usage, resets weekly quotas for all users, and adds several productivity features like conversation search and PDF attachments.

Why Has Quota Transparency Been Such a Problem for Developers?

For months, Gemini users have struggled with a fundamental problem: they couldn't easily see how much quota remained available or understand how shared model limits worked across different AI models. This opacity created real friction for developers trying to plan workloads and manage AI development projects. The confusion was significant enough that Google prioritized fixing it immediately rather than waiting for a complete integration into the IDE.

The problem matters because AI workflows rely on frequent model calls, making visibility into usage limits a critical part of project planning and resource management. When developers don't know how much capacity they have left, they can't effectively plan their work or understand when they'll hit limits.

What Does the New Quota Dashboard Actually Show?

The redesigned dashboard addresses the transparency gap with several concrete improvements. Instead of vague usage indicators, developers now get a much clearer picture of their consumption patterns and remaining capacity.

• Grouped Models: Models that share the same quota pool are now grouped together clearly, eliminating confusion about which models compete for the same resources.
• Granular Percentages: The dashboard displays more detailed quota percentages showing remaining capacity, rather than opaque usage bars.
• Plan Visibility: A clear display of the user's current plan helps developers understand what tier they're on and what limits apply.
• Real-Time Feedback: In-product explanations help users understand quota status both conceptually and in real time as quota is consumed.
• Limit Notifications: Developers receive notifications when they approach limits and better visibility when quotas have been exhausted.

Google also added educational elements directly into the product. Users now see explanations of how quota systems work, real-time feedback as quota is consumed, and more context around available capacity and resets.

How to Manage Your Gemini Quota More Effectively

• Check Your Dashboard Regularly: Access the new quota dashboard through the Antigravity 2.0 settings panel to monitor your usage patterns and plan development cycles around quota resets.
• Understand Shared Pools: Review which models share quota pools so you can distribute your workload strategically across models that don't compete for the same resources.
• Plan Around Weekly Resets: With weekly quotas being reset for all users, schedule intensive testing and experimentation phases right after resets to maximize available capacity.
• Use Notifications Proactively: Enable limit notifications so you can adjust your workflow before hitting hard caps, preventing interruptions to development work.

What Else Is New in Antigravity 2.0?

Beyond the quota dashboard, Google packed this release with features that developers have been requesting. The update introduces a new /btw command that allows users to ask side questions without interrupting the main conversation flow, making it easier to explore related topics while maintaining discussion context.

Long conversations can now be searched directly, helping developers quickly locate previous messages, important answers, and project-related information. For power users managing extensive chats, this feature could significantly improve productivity. The platform also now supports PDF attachments, allowing users to upload and work with document-based content more efficiently.

Researchers and technical professionals will benefit from enhanced LaTeX support, which improves mathematical notation rendering and makes working with technical content more reliable. Google also refined project organization with improvements to directory navigation, nested subagent management, and workspace workflows. Additionally, the company focused on backend reliability by improving Model Context Protocol (MCP) server stability, helping deliver a smoother experience when working with connected tools and workflows.

The quota dashboard is currently available through the Antigravity 2.0 settings panel, with the same experience arriving inside the IDE in a future release. Google chose to release the dashboard immediately rather than wait for IDE integration to be completed, reflecting the urgency of addressing quota visibility concerns in the developer community.

As Gemini continues to attract developers, startups, researchers, and enterprise users, the ability to understand quota consumption has become increasingly important. Antigravity 2.0 represents a meaningful step forward for both casual users and professional developers building on Gemini, directly addressing one of the community's most persistent requests for transparency and control.