Data and AI releases

548 this month · 176 companies

Screenshot thumbnails for browser checks in Synthetic Monitoring Timepoint Explorer

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When debugging browser check failures like “timeout waiting for a selector”, you previously had to rely on text logs alone to understand what the browser rendered. Now, with screenshot thumbnails in the Timepoint Explorer and ad-hoc test panel, you can see exactly what the page looked like at the moment the check ran.

Observability

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Also shipped May 19, 2026Grafana Labs in May 2026 →

Gemini 3.1 Flash Lite Now Available

gemini-3.1-flash-lite is now available as a managed Google LLM in the Voice Agent API. This Standard tier model replaces the preview version. Set the model in your agent configuration: { "agent": { "think": { "provider": { "type": "google", "model": "gemini-3.1-flash-lite", "temperature": 0.5 } } } }

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Deprecations

- gemini-3.1-flash-lite-preview is deprecated and will be removed on May 26, 2025. Migrate to gemini-3.1-flash-lite . For more details on Gemini model deprecations, see Google's Gemini deprecations page . For the full list of supported models and pricing tiers, see the Voice Agent LLM Models documentation .

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Search volume for AI Visibility [Beta]

Description: AI Visibility now includes Search Volume so you can prioritize topics and prompts based on real demand, not just where your brand appears. Use it to identify high-volume content opportunities and focus optimization where it matters most. Where: Access via AI Visibility → Prompts tab, Topic-level visibility, and When: Open beta, available now.

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Cog 0.20.0

New features cog run command. The cog predict command has been renamed to cog run with full backward compatibility. cog predict still works as an alias. ( #3015 ) Model refs for cog push and weights commands. You can now reference models by name (e.g., r8.im/user/model ) instead of full image URLs when pushing or managing weights.

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More from Grafana CloudEvery Grafana Cloud release →

Grafana SLO now supports Assistant investigations

Grafana SLO now integrates with Assistant Investigations , helping teams move faster from SLO alerts to root cause investigation. Assistant Investigations coordinate multiple agents to explore your observability stack and the data tied to your SLO, building a complete investigation report. Investigation reports help teams respond faster.

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Grafana Documentation now ships as Markdown

AI coding assistants and LLM workflows work best when they can pull in clean, structured context, but until now, getting Grafana documentation into your prompt meant scraping HTML and stripping out navigation, headers, and styling. No more. Every page on https://grafana.com/docs/ is now available as Markdown.

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Enhanced metrics for AWS with Cloud Provider Observability

Cloud Provider Observability now supports enhanced metrics , enabling you to monitor important service insights that aren’t available directly in CloudWatch. New derived metrics for such services as AWS Lambda, DynamoDB, RDS, and ElastiCache provide deeper visibility into resource capacity, usage, and limits, helping you build more informative dashboards...

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Cost Attribution for Performance Testing

The Cost Management and Billing app now supports Cost Attribution for Performance Testing! You can break down Virtual User Hour (VUH) consumption using labels assigned to your k6 projects.

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Copy and paste panel styles are now generally available

The copy and paste panel styles feature we announced in April 2026 is now generally available in all editions of Grafana. Copy display options and field styling from one panel and paste them onto another panel of the same type, without duplicating panels or reconfiguring options manually. For details, refer to the original announcement .

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Panel styles are now generally available

The panel styles we introduced earlier this year are now generally available in all editions of Grafana. Apply curated colors, thresholds, and display options to time series, stat, gauge, bar gauge, and bar chart panels with a single click in the panel editor. For details, refer to the original announcement and the Panel editor documentation .

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