# Release notes Follow shipped product updates across Vibe, Studio, Admin, models, and the API. ## Latest updates ### Workflow Visualizer 2026-10-14 · Feature · Studio · Public Preview · Mistral-Hosted Studio renders any Workflow as a read-only graph of its activities and execution paths, generated automatically from your code. Studio now renders any Workflow as a read-only graph of its activities and execution paths, generated automatically from your workflow code. AI-generated summaries describe each step, and the graph stays in sync as the code changes. - Automatic graph generation. Every workflow is rendered as a directed graph of its activities, branches, loops, and execution paths, built from the workflow code and kept in sync as the code changes. - AI-generated summaries. Each node and the workflow as a whole get a generated summary, with redaction that strips credentials and sensitive literals from source code before anything is summarized. - Available in Studio and Vibe. The graph renders on the workflow detail page in Studio and as an MCP App directly inside Vibe, with PNG export and labels translated to your browser locale. Open any workflow in Studio [Try it on a workflow](https://console.mistral.ai/workflows) ### Managed Deployments 2026-10-09 · Feature · Studio · Public Preview · Mistral-Hosted Managed Deployments let you run Workflows without provisioning or operating your own worker infrastructure, so you can easily build and deploy AI automations. Managed Deployments let you run Workflows without provisioning or operating your own worker infrastructure, so you can easily build and deploy AI automations. Push your code, set up a deployment, and Mistral will run the workers on Mistral Cloud. During Public Preview, managed deployments require a paid plan (Pay-as-you-go or Enterprise) and are subject to a quota. See the Managed Deployments documentation for quota details. - Run workers without infrastructure. Deploy Workflows from any public or private GitHub repository onto Mistral Cloud, which handles building, scaling, and lifecycle management. - Full lifecycle management. Create, update, stop, start, restart, redeploy, and delete deployments from AI Studio or the API. - Service Account authentication. Workers authenticate via service accounts instead of workspace API keys. Existing API-key deployments migrate automatically on next restart. - Hardened deployments. Create deployments with network egress blocked at build and runtime. - Logs in the UI. View build and worker logs for your deployment directly in AI Studio. Deploy your first workflow [Read the Managed Deployments documentation](/studio/workflows/managing-workflows-in-production/managed-deployments) ### A simpler Vibe experience 2026-09-22 · Improvement · Vibe Work · General Availability · Mistral-Hosted Chat and Work are merging into one Vibe experience, with fewer decisions and less navigation. Ask a question or start a task from the same place, without switching tabs. The phased rollout starts September 14, 2026, with Free, Pro, and Teams accounts migrating progressively. Enterprise migration starts October 1, 2026, with administrators choosing when to migrate within an approximately six-month window. - One conversation list: Find your Chat and Work conversations together after your account migrates. - Fast or Think: Choose `Fast` for quick responses or `Think` for deeper reasoning in the message input, without leaving the conversation. - Skills: Use reusable instructions in place of Chat Agents. Deep Research is available as a Skill for source-backed research. - Knowledge Base: Your Chat Memories migrate into a knowledge topic that you can review and manage. - Temporary chat: Start a conversation without adding it to your history or Knowledge Base. - Code Interpreter: On paid plans, ask Work to run Python for calculations, data analysis, and charts. When your account has migrated, open Vibe and describe what you want to do. Follow the guide to start a task and review the result. [Get started with Vibe Work](/vibe/work/get-started) ### Spreadsheets in Vibe Work 2026-09-22 · Feature · Vibe Work · Paid plans · Mistral-Hosted Work with Excel and CSV files in Vibe Work, from analyzing uploaded data to creating a workbook from a prompt. Review and edit the results in Canvas, then download an .xlsx file. Upload a workbook or describe a tracker or model to create. Ask Vibe Work to analyze, clean, or transform the data, then refine the result with follow-up prompts. - Analyze uploaded Excel and CSV data to summarize trends and identify inconsistencies. - Ask Vibe Work to fix broken formulas, convert numbers stored as text, and standardize dates and formatting. - Consolidate sheets, reshape tables, and join data from multiple files. - Create trackers and models from a prompt, then iterate in the conversation. - Review formulas and values in Canvas, edit cells, and download the workbook as an `.xlsx` file. Available on paid plans on Serverless. Start with the spreadsheets guide. Before sharing business-critical work, verify formulas, calculations, and formatting in Excel. [Spreadsheets guide](/vibe/work/spreadsheets) ### Mini App Canvas 2026-09-22 · Feature · Vibe Work · Available · Serverless Mini App Canvas brings interactive apps and dashboards into Vibe Work. From a single prompt, create an app you can review, edit, and share without writing code or leaving the conversation. Turn your ideas and data into interactive dashboards, reports, and tools, rather than working only with static text. Build from a prompt or use data gathered through Connectors and Workflows, then refine the result in Canvas without starting over. - Multi-file React generation: Vibe Work creates components, data, and styles that work together as one interactive app. - In-place editing: Refine the app through the conversation and see the changes in the same Canvas, without writing code. - Data-backed apps: Generate dashboards, reports, and tools from data gathered through Connectors or Workflows, instead of starting from scratch. - Flexible sharing: Share the Canvas alone or the whole conversation. Re-share after editing to update the shared link; changes are not synchronized continuously. - Snapshot limits: Mini apps capture data at generation time, without live refresh or saved actions inside the app. Retrieve fresh data and regenerate the app to update it. Describe the dashboard, report, or tool you want to create in Vibe Work. Follow the mini apps guide to refine and share it. [Create and share mini apps](/vibe/work/mini-apps) ### Agentic Knowledge Base 2026-09-22 · Feature · Vibe Work · Public Preview · Mistral-Hosted Vibe Work now builds and maintains a structured personal knowledge base for you, replacing flat, intrusive memories with pages you can browse, edit, and trust. It removes the context cold start of new sessions by retrieving relevant facts only when semantically necessary, so your assistant has the right background without force-inserting stored details into unrelated answers. Vibe Work now builds and maintains a structured personal knowledge base for you, replacing flat, intrusive memories with pages you can browse, edit, and trust. It removes the context cold start of new sessions by retrieving relevant facts only when semantically necessary, so your assistant has the right background without force-inserting stored details into unrelated answers. - File-based knowledge topics stored on browsable, editable pages instead of an opaque memory store, giving you full transparency and control over what the assistant remembers. - Relevance-first recall that retrieves knowledge only when semantically relevant to your query, preventing the assistant from surfacing unrelated facts. - Source attribution for recalled facts surfaced directly in the chain of thought and assistant message, so you always know where an answer came from. - Guided onboarding interview that bootstraps your knowledge base from scratch when no external sources are connected. - Full user and admin controls, including the ability to enable or disable the feature in Settings, a sensitive-data toggle in Privacy settings, and server-level configuration for enterprises. Open Vibe Work and look for the Knowledge onboarding flow to bootstrap your knowledge base, or enable the feature in Settings. Learn more in our [Knowledge Base documentation](/vibe/work/knowledge) ### User and Permissions Management in the Admin Panel 2026-09-10 · Feature · Studio · GA · Mistral-Hosted Centralize and streamline organization administration with a new UI for managing users, groups, and roles. Org admins can now easily assign members to specific workspaces, create groups to bulk-assign permissions, and navigate organization settings in one place, significantly reducing the overhead of managing large teams. Centralize and streamline organization administration with a new UI for managing users, groups, and roles. Org admins can now easily assign members to specific workspaces, create groups to bulk-assign permissions, and navigate organization settings in one place, significantly reducing the overhead of managing large teams. - Dedicated admin dashboard to manage organization settings, members, workspaces, and API keys without navigating back to Studio. - Group management to create, update, and delete groups, including the ability to bulk add or remove users and assign groups to specific workspaces. - Workspace creation and management allowing admins to assign members and roles directly upon creation, and a detail view to manage workspace permissions, limits, and associated groups. - User detail views providing a comprehensive overview of each user's workspace associations, group memberships, and role grants. - App switcher enhancements allowing workspace admins and users with relevant roles to easily access admin settings directly from other Mistral applications. Organization admins can access the new user and permissions management UI directly from the admin panel. For more details on configuring groups, workspaces, and user roles, please refer to the [admin documentation](/) ### API key expiration policies and notifications 2026-08-20 · Improvement · Cloud · Public Preview · Mistral-Hosted Organization Admins and Workspace Admins can now set maximum validity periods for new API keys and notify key owners before expiration. API key expiration policies help admins set maximum validity periods at the Organization or Workspace level. Expiration notifications warn key owners before their keys expire, so teams can rotate keys before integrations stop working. - Organization and Workspace policies: Set maximum validity periods for newly created API keys at the Organization or Workspace level. - Workspace-specific limits: Let Workspace Admins set stricter limits than the Organization maximum when a Workspace needs a shorter key lifetime. - Expiration notifications: Send email notifications before API keys expire so key owners can rotate keys on time. - Policy enforcement at creation: Apply active policies when API keys are created or rotated. - Backward compatibility: Your existing keys are not affected, including those that never expire. Configure API key expiration policies from Admin settings. See API key expiration policy for behavior details. [API key expiration policy](/admin/identity-access/api-key-policy) ### Enhanced Search and Filtering for Workflows 2026-07-31 · Improvement · Studio · Public Preview · Mistral-Hosted Navigating and monitoring workflows and their executions is now significantly easier with improved search, filtering, sorting, and pagination. This addresses customer pain points around discovering specific workflows and executions, analyzing run histories, and diagnosing failures by allowing precise filtering across major workflow properties and execution metrics. Navigating and monitoring workflows and their executions is now significantly easier with improved search, filtering, sorting, and pagination. This addresses customer pain points around discovering specific workflows and executions, analyzing run histories, and diagnosing failures by allowing precise filtering across major workflow properties and execution metrics. - Multi-status and property filtering: Filter workflows and executions by multiple statuses, name, ID, tags, deployment name, or the current user to quickly find relevant results. - Favorite workflows: Star important workflows to easily access them later, bypassing the need to scroll through extensive workspace lists. - Shareable filtered views: Search state is managed through URL parameters, allowing users to share specific, filtered views of workflows and executions with their team. - Failure rate insights: View the failure rate per workflow and the health of recent runs to monitor success metrics and identify executions requiring retries. - Enhanced search relevance and performance: Fuzzy search results are now sorted by relevance, and backend query performance has been optimized for a smoother list navigation experience. - Execution search keys: Extract searchable key-value pairs from an execution's input, or attach them during the run, to make executions easily findable. Explore the new filtering and sorting options directly in the Workflows and executions views. For more details, check the Studio documentation.