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Driving the Agent Quality Flywheel from Your Coding Agent
Source: Google Developers Blog
AI Overviews in Drive now available on mobile
In April, we announced the general availability for Drive AI Overviews in Drive on the web. We’re now bringing this feature to the Drive Android and iOS apps.
Instead of searching through endless files and opening dozens of tabs to find the information you need, you can now get instant answers right at the top of your search results. Gemini does the heavy lifting for you, scanning your documents to provide clear, reliable summaries.
Here is how it helps you work smarter:
- See the big picture: Get a quick summary of information pulled from multiple files without needing to open each one.
- Ask naturally: There’s no need to use complicated search tricks. Just ask a question as you would to a colleague, like "What’s in our Spring 2026 catalog?"
- Get the right answer: Gemini automatically understands what you’re looking for, whether it’s a quick fact, a project summary, or a list of specific documents, and adjusts its response to match.
- Dig deeper with ease: If you need more information, you can go from a quick summary to a deeper conversation with Ask Gemini in just one click.
- Control your AI Overviews scope: Use AI Overview search settings to choose which Google Workspace apps Gemini uses to find files and generate AI Overviews.
This feature will roll out in English and an additional 28 languages (the same as those supposed for Gemini in Drive side panel) over the next several weeks.
Getting started
- Admins: This feature is available by default if Gemini for Workspace in Drive is enabled.
- End users: You must have Workspace smart features enabled to use AI Overviews in Drive. Visit the Help Center to learn more about getting answers directly in Drive search.
Rollout pace
- Rapid and Scheduled Release domains: Extended rollout (potentially longer than 15 days for feature visibility) started on June 26, 2026
Availability
- Business: Business Standard and Plus
- Enterprise: Enterprise Standard and Plus
- Consumer: Google AI Pro and Ultra
- AI Add-ons: Google AI Pro for Education
Resources
- Google Help: Search & retrieve your files in Drive with Gemini
Source: Google Workspace Updates
Community feedback: How can corporations improve support for open source maintainers?
We know that AI is actively transforming the sustainability and socio-technical dynamics of OSS communities. Google Open Source is committed to partnering with open source communities and ecosystems to learn together how we should update our own models for engagement and support.
During an open meetup for GitHub Maintainer Month, I led a session to gather community feedback on how corporations can more effectively support open source maintainers.
Paying maintainers takes creativity
Many maintainers would appreciate consistent financial support. However, facilitating payments to individuals without established contractual relationships remains a complex challenge, particularly across diverse international jurisdictions. Fiscal hosts and programs such as Open Collective, GitHub Sponsors, and the LFX Mentorship Program can simplify components of this process, but they do not resolve the underlying issues of funding sustainability and predictability. While initiatives like the Open Source Endowment are working toward long-term funding sustainability, individual maintainers also had a few ideas:
- Pay per meaningful contribution vs gameable metrics: Avoid payment models based on easily manipulated units like pull request counts or review volume. A proposed alternative is ‘pay per report,' encouraging maintainers to document their achievements and upcoming roadmaps.
- Commitment-based purchasing: Corporate policies might make procurement simpler (or more complex) than sponsorships, so maintainers could benefit from offering structured support services alongside traditional sponsorship opportunities.
- Fund conference attendance: In-person networking can be a boon for solo maintainers but it's often cost-prohibitive. For some corporations, travel sponsorship may be a simpler alternative to direct payments.
| Challenge for Corporations and Fiscal Hosts: How can we assist maintainers in understanding any and all prerequisites and documentation necessary to participate in monetary programs? | Advice from Maintainers: Consult a tax professional to understand the implications of various funding methods. |
Manage and respect expectations
Beyond financial support, our discussion returned to the importance of respect and etiquette. Particularly, how can we manage expectations between heterogeneous creators, contributors and users - are maintainers clearly communicating their preferences, and are corporations actively respecting them? Some suggestions include:
- Adherence to community norms: Maintainers should share their preferred communication channels, while contributors - both human and agentic - must ensure they review and follow them.
- Consistency with documentation: Discrepancies between documented procedures and actual practices create friction for all participants. This standard should be upheld by both individual maintainers and corporate-managed projects.
- Clarity of intent: Many maintainers would like to understand the motivation behind a contribution and reserve the right to ask questions.
To improve specific program experiences, maintainers suggested:
- Consistent communication: Recipients of funding programs expect clearly communicated expectations regarding the timing and amount of disbursements.
- Transparency and discoverability: Maintainers would appreciate easily discoverable records that track program participation, active agreements, and verify the status of Contributor License Agreements (CLAs).
Let's keep learning as a community
While we cannot make any promises, we want to continue to learn and challenge ourselves to consider novel ways to support OSS communities and maintainers. As a member of our community, we value your opinion. We've created a Google form to collect any thoughts you might have, as well as gauge interest in another open meeting. We plan to share any and all learnings back with the community.