CSV Export for Programmatic Cost Chart

🎯 What is it?

You can now export your programmatic cost chart data as a CSV file directly from the Credits & Usage page. A simple export button has been added to make downloading your usage data quick and easy.

💡 Why is it useful?

Until now, analyzing usage trends or sharing cost data with your team required manual copying or screenshots. This export feature gives you direct access to the raw data, making it easier to perform custom analysis, create reports, or integrate usage information into your own tracking systems.

✨ Concrete Use Cases

Here's how you could use it:

Finance & Budget Tracking: Export monthly cost data to build custom dashboards in Excel or Google Sheets, compare usage across time periods, or create budget forecasts based on historical trends.

Team Reporting: Download usage data to share with leadership or finance teams in a format they can easily work with, without requiring them to access Dust directly.

📈 Benefits for you

• Better visibility: Analyze your AI usage patterns with your preferred tools

• Time savings: No more manual data collection or screenshot sharing

• Flexibility: Create custom reports and charts tailored to your specific needs

• Transparency: Share detailed usage information with stakeholders in a familiar format

🚀 How to access it?

Head to your Credits & Usage page—the CSV export button is already available for all users. Simply click the export button on the programmatic cost chart to download your data.

🎯 What is it?

Dust now integrates with Atlassian Statuspage through a dedicated MCP (Model Context Protocol) server. Your agents can now directly interact with your Statuspage infrastructure to manage incidents, update component statuses, and monitor your system's health—all through natural conversation.

💡 Why is it useful?

When an incident occurs, speed and coordination are critical. This integration eliminates context-switching between tools and enables your DevOps teams and SREs to manage incident communication workflows without leaving Dust. Instead of manually logging into Statuspage to update statuses or create incident reports, your agents can handle these tasks instantly based on your instructions or automated triggers.

⚙️ How does it work?

Admins configure the integration by adding their Statuspage API key to Dust. Once set up, agents can access Statuspage on-demand to perform key operations: listing pages and components, checking ongoing incidents, creating new incidents, updating incident details, and marking components as experiencing outages.

✨ Concrete Use Cases

Here's how you could use it:

Automated Incident Response: Ask an agent "Create a Statuspage incident for the API outage we're experiencing" and it instantly creates the incident, sets the appropriate component status, and can even draft customer-facing updates based on your internal incident notes.

Status Monitoring Dashboard: Configure an agent to regularly check your Statuspage for ongoing incidents and provide morning briefings to your on-call team, summarizing what's currently under maintenance or experiencing issues.

Coordinated Communication: During an incident, ask your agent to "Update the database incident with investigating status and ETA of 30 minutes" while you focus on actually resolving the technical issue.

📈 Benefits for you

• Faster incident response: Reduce the time between detection and public communication

• Reduced cognitive load: Let agents handle status updates while your team focuses on resolution

• Consistent communication: Ensure incident updates follow your established workflows and templates

• Centralized operations: Manage incident communication alongside your other operational tasks in Dust

🚀 How to access it?

This integration is available on-demand for all Dust users with a Statuspage account. Workspace admins need to configure the Statuspage API key in your Dust workspace settings. Once configured, simply enable the Statuspage capability for any agent that needs incident management access.

🎯 What is it?

The Agent Builder now features a comprehensive observability dashboard that gives you real-time visibility into how your agents are performing. You can track usage trends, monitor which tools are being executed, analyze user feedback, measure response times, and understand how your retrieval systems are behaving—all linked to specific versions of your agents.

💡 Why is it useful?

AI agents often fail quietly in production. A prompt change might slow down responses, a tool update could break a workflow, or retrieval quality might degrade—and you won't know until frustrated users report it. This dashboard shifts you from reactive troubleshooting to proactive monitoring, letting you catch issues before they impact your team and understand the real-world impact of every change you make.

⚙ How does it work?

The dashboard automatically collects performance data from your agents in real-time. Every conversation, tool execution, and retrieval query is tracked and visualized, with metrics tied to specific agent versions so you can compare performance before and after changes.

✨ Concrete Use Cases

Here's how you could use it:

Validate prompt improvements: You updated an agent's instructions to be more concise. Check the dashboard to see if average latency decreased and if user feedback scores improved compared to the previous version.

Debug tool execution issues: Users mention an agent isn't providing complete answers. The dashboard reveals that a specific API tool is timing out 40% of the time, pointing you directly to the problem.

Optimize retrieval quality: After adding new documents to your knowledge base, monitor RAG behavior metrics to ensure the agent is retrieving relevant information and not getting overwhelmed by irrelevant context.

Track adoption and impact: See which agents are being used most frequently, during what times, and by which teams—helping you prioritize maintenance and development efforts.

📈 Benefits for you

• Catch problems early: Identify performance degradation or failures before they become widespread issues

• Make data-driven decisions: Understand the real impact of configuration changes instead of guessing

• Save troubleshooting time: Pinpoint the exact version and component causing issues

• Build confidence: Deploy agent updates knowing you can monitor their real-world performance immediately

🚀 How to access it?

Open any agent in the Agent Builder. You'll find the new Insights tab alongside your existing configuration options. The dashboard is available immediately for all users—no setup or activation required.

📌 Context

To help you maintain better control over your costs and protect against unexpected spending spikes, we've introduced a daily spending cap for all API (programmatic) usage on Dust.

This safeguard automatically monitors your API consumption and prevents runaway costs from accidental loops, misconfigured scripts, or unexpected usage patterns.

🔄 Impact on Dust

We've implemented real-time tracking that:

• Monitors your API spending throughout the day

• Automatically resets at midnight UTC each day

• Uses a fail-safe approach: if our tracking system encounters any issues, API calls are temporarily blocked to ensure you're never surprised by unexpected charges

👤 Impact for you

Default limits:

• Standard workspaces: $1,000 per day

• Pay-as-you-go workspaces: The greater of $1,000 or 20% of your monthly spending cap, per day

What this means:

• For most customers, daily API usage will continue without any interruption

• If you approach your daily cap, API calls will be blocked until the next day (midnight UTC)

• You'll have full visibility into your spending and won't encounter surprise bills from runaway usage

Need a different limit?

If your typical API usage requires a higher daily cap, you can request a custom limit between $100 and $10,000 through your account settings or by contacting your Customer Success Manager.

✅ Actions required

No immediate action required for most customers. Your existing API integrations will continue to work within the default daily limits.

Optional: If you regularly use the API extensively, we recommend:

1. Reviewing your typical daily API spending patterns

2. Contacting us if you need to adjust your daily cap to match your usage

3. Implementing monitoring in your applications to track daily usage

This change is live for all workspaces starting today.

🎯 What is it?

You can now export any Frame as a PDF document directly from Dust. When exporting, you can choose between portrait or landscape orientation to best fit your content. Enterprise plans receive clean PDFs without any branding, while other plans include a discreet "Created with Dust" footer.

💡 Why is it useful?

Frames are powerful visual tools for data analysis, reports, and presentations within Dust. However, many of you needed to share these insights outside the platform—whether for compliance documentation, distribution to external vendors, or integration into company repositories like SharePoint. This was one of your most requested features, and we're excited to make sharing your work effortless.

⚙ How does it work?

Simply open any Frame and select the export option. Choose your preferred orientation (portrait or landscape), and Dust will generate a PDF version of your Frame in seconds. The export handles most Frame layouts automatically.

✨ Concrete Use Cases

Here's how you could use it:

Compliance & Documentation: Export weekly analytics Frames as PDFs for compliance archives or audit trails in your document management system.

External Reporting: Share performance dashboards or project status Frames with external partners, vendors, or clients who don't have Dust access.

Executive Presentations: Convert data visualizations into PDFs for inclusion in board presentations, SharePoint libraries, or email distributions.

Offline Access: Create PDF versions of critical Frames for offline reference during travel or in low-connectivity environments.

📈 Benefits for you

• One-click sharing: Transform interactive Frames into universally accessible PDF documents instantly

• Professional output: Clean, presentation-ready documents suitable for any audience

• Flexibility: Choose the orientation that best showcases your content

• Broader reach: Share your Dust insights with anyone, regardless of their access to the platform

🚀 How to access it?

The feature is already live for all users! Simply navigate to any Frame you've created or have access to, and look for the export/PDF option. No setup or activation required—start exporting today.

Note: While PDF export is designed to handle a wide variety of Frame layouts—from standard reports to advanced visualizations—we're continuously improving the feature to support even the most creative Frame designs. If you encounter any issues with specific layouts, please let us know so we can refine the experience.

🎯 What is it?

Admins can now set a spending limit on individual API keys. Each key can have its own maximum dollar amount for API usage, calculated on a 30-day rolling basis. This gives you precise control over how much each API integration or user can spend.

💡 Why is it useful?

As your team scales and more people use Dust programmatically, it becomes harder to track and control costs at a granular level. Until now, your only option was a workspace-wide limit. This new feature helps you prevent budget overruns, test new integrations safely, and allocate resources more strategically across different projects or teams.

⚙️ How does it work?

Simply set a dollar cap when creating or editing an API key. Once the key reaches that spending limit within any 30-day period, it will stop working until the rolling window resets. Keys without a cap continue to use the workspace's overall limit.

✨ Concrete Use Cases

Here's how you could use it:

Testing environment: Set a $50 cap on API keys used for development and testing to avoid unexpected costs from runaway scripts or experiments.

Team allocation: Give your marketing team an API key with a $500 monthly cap and your engineering team a separate key with a $2,000 cap, matching each team's actual needs and budget.

Third-party integrations: When connecting Dust to external tools or contractors, set conservative limits to control costs while you evaluate usage patterns.

📈 Benefits for you

• Better budget control: Prevent individual integrations or users from consuming your entire workspace credit unexpectedly

• Safe experimentation: Test new use cases without risking your full budget

• Clearer accountability: Track and manage costs at the team or project level

• Flexible scaling: Adjust limits as needs change without affecting your entire workspace

🚀 How to access it?

Admins can access this feature in the Dust workspace settings, under the API Keys section. When creating a new API key or editing an existing one, you'll find the option to set a usage cap. No action is required if you prefer to keep your current setup—API keys without a cap will continue to work as before, limited only by your workspace's overall limit.

🎯 What is it?

Your Dust notification emails now include an AI-generated summary of unread messages. Instead of just being notified that you have new activity, you'll see a concise overview of what's been discussed directly in your inbox.

💡 Why is it useful?

We know your inbox is busy, and context switching takes time. With this update, you can quickly assess what's happening in your Dust conversations without needing to immediately open the app. This helps you prioritize which conversations need your immediate attention and which can wait.

⚙ How does it work?

When you have unread messages in a Dust conversation, the notification email you receive will automatically include a brief summary of the key points discussed. This summary is generated to give you the essential context at a glance.

✨ Concrete Use Cases

Here's how you could use it:

Prioritizing your morning: Scan your email summaries over coffee to decide which conversations need your immediate input and which can be reviewed later in the day.

Staying informed on-the-go: Quickly catch up on team discussions from your mobile email app while commuting, without needing to switch apps or log into Dust.

📈 Benefits for you

• Save time: Get context without opening multiple apps

• Stay informed: Keep up with important conversations even when you're away from Dust

• Better prioritization: Quickly identify which messages need your urgent attention

🚀 How to access it?

This feature is already active for all users. No setup required—your next notification email will automatically include summaries when you have unread messages.

🎯 What is it?

When you create a new skill in Dust, the platform now automatically scans your workspace to detect if similar skills already exist. As you write your skill description, AI analyzes it in real-time and alerts you if it finds potential matches, helping you discover skills you could reuse or build upon.

💡 Why is it useful?

Building skills takes time and effort. Without visibility into what already exists, teams often recreate the same automation multiple times—leading to fragmented knowledge, inconsistent results, and wasted time. This feature helps you maintain a clean, organized skill library by surfacing relevant existing work before you start from scratch.

⚙️ How does it work?

As you type your skill description during creation, Dust's AI compares it against all custom skills in your workspace. If it detects similarities, you'll see a notification suggesting existing skills you might want to review or reuse instead.

✨ Concrete Use Cases

Here's how you could use it:

Avoiding duplicates: You're about to create a skill to "Create GitHub issues from meeting notes." Before you finish, Dust alerts you that "GitHub Issue Creator" already exists in your workspace—built by a colleague last month with the exact same purpose.

Building on existing work: You start creating a skill for "Slack notifications on deal closures." Dust surfaces a similar skill called "CRM to Slack Updates" that you can either reuse directly or modify to fit your specific needs.

📈 Benefits for you

• Save time: Reuse existing skills instead of building from scratch

• Maintain consistency: Reduce skill sprawl and duplicate automations across your workspace

• Discover team knowledge: Find expertise and solutions your colleagues have already created

• Keep your workspace organized: No more "Create Report v1, v2, v3" cluttering your skill library

🚀 How to access it?

This feature is automatically active for all builders. Simply start creating a new skill as usual—if similar skills exist, Dust will notify you while you're writing the description. No configuration needed.

🎯 What is it?

Your Gmail integration on Dust can now send emails directly. Previously, Dust could only read, search your Gmail messages and create drafts. Now your assistant can compose and send emails on your behalf through the Gmail tool.

💡 Why is it useful?

This feature addresses one of our most requested capabilities from customers. It enables your Dust assistants to take action on your behalf, not just retrieve information. You can now automate email workflows, draft responses, and send communications without leaving your conversation with Dust.

⚙ How does it work?

Once enabled, your assistant can use the Gmail "send mail" tool to compose and send emails directly from your Gmail account. The assistant will handle the email composition based on your instructions.

✨ Concrete Use Cases

Here's how you could use it:

Automated follow-ups: Ask your assistant to "send a follow-up email to the prospects who haven't responded in the last 7 days" based on your CRM data and email history.

Quick responses: "Draft and send a thank you email to John after our meeting, mentioning the key points we discussed about the Q1 roadmap."

Batch communications: "Send a weekly summary email to my team with the top 5 updates from our project documentation."

📈 Benefits for you

• Save time: Automate routine email tasks and responses

• Stay in flow: Send emails without switching between tools

• Increase efficiency: Let your assistant handle email drafts and sends based on your knowledge and context

🚀 How to access it?

For existing Gmail tool users: This feature is disabled by default to ensure smooth operations. To enable it, go to Spaces > Tools > Gmail > Send Mail and toggle it on.

For new tool setup: If you're installing a new instance of the Gmail tool now, the send mail feature will be enabled by default.

🎯 What is it?

We've upgraded our image generation capabilities to Gemini 3 Pro Image (also known as Nano Banana 2), bringing you significantly higher quality outputs and more creative control. You can now generate images in resolutions up to 4K and include up to 14 reference images in a single composition.

💡 Why is it useful?

Creating high-quality visual content often requires combining multiple references, understanding nuanced creative direction, and producing outputs at professional resolutions. This upgrade addresses these needs by giving you more flexibility and better results when generating or editing images through Dust.

⚙ How does it work?

The new engine processes more complex prompts with better accuracy and allows you to upload up to 14 reference images. These references can be used to edit existing assets or to compose entirely new images by combining multiple visual elements.

✨ Concrete Use Cases

Here's how you could use it:

Marketing Materials: Upload your brand guidelines, product photos, and mood board references (up to 14 images) to generate on-brand marketing visuals in 4K resolution for print and digital campaigns.

Design Iteration: Provide multiple variations of a design concept and use detailed creative instructions to generate refined versions that blend the best elements of your references.

Product Visualization: Combine lifestyle photos, product specifications, and environmental references to create high-resolution product mockups in various settings.

📈 Benefits for you

• Higher quality outputs: 1K to 4K resolution options for professional-grade results

• More creative flexibility: Process complex, nuanced instructions more accurately

• Faster iteration: Combine up to 14 references in one go instead of multiple attempts

• Better consistency: Improved understanding of style and composition requests

🚀 How to access it?

The upgrade is already live in your Dust workspace. Simply use the image generation feature as usual—the new capabilities are automatically available. For inspiration and detailed examples, check out our documentation: https://docs.dust.tt/docs/image-generation