What's new

Each release brings new features, fixes and optimizations across the Admin, Workflows and Chat modules. Versions are listed from newest to oldest.

v4.0.0: Platform Unification

August 24, 2026

An update focused on unifying the Admin and Chat experience, simplifying the agent and collection creation flows, improving visibility into platform usage, and a batch of general visual adjustments.

Highlights

Unified login and navigation: Admin and Chat now share the same login and a single navigation bar, with both modules' tabs side by side.
Observability: The "Usage Logs" page gave way to the Observability page, with better visualization of usage information (such as usage per model), more specific filters and traces for detailed execution tracking.
Quotas: New control of AI provider usage quotas, configurable at the organization, workspace and user levels.
Simplified Collections: Knowledge Sources and Collections were merged: now there are only Collections, where files and connectors are added directly, with a simpler form.
New agent creation form: Now on a single page, organized into sections (accordion), much easier to fill in and review.

Admin

Improved organization switcher menu and settings/user dialog.
New API Keys screen in the user settings.
General visual adjustments: alignment, standardized colors, new icons and more consistency across screens.
"Projects" are now called Workspaces across the platform.
Better rendering of code blocks.

Chat

Updated look to follow the same pattern as Admin.
The initial message field is now centered on the screen, expanding as you type; message suggestions now appear only when a knowledge base (RAG) is attached.
Improved chat information sidebar.

Bug fixes

Fixes for several general bugs and minor visual adjustments across various screens.

v3.3.0: SuperAgents and Native Integrations

July 7, 2026

A release with major advances in SuperAgents, native integrations, MCP security and several experience improvements in Chat, Workflows and Admin.

Highlights

SuperAgents: New ability to register and configure SuperAgents, with a dedicated interface both for configuration and for use in chat, orchestrating multiple agents/flows.
Native Integrations: The platform now offers native integrations (e.g. Jira, GitHub, DuckDuckGo), usable both in Agents and in dedicated nodes inside Workflows.
MCP Security (MCP Scanner): Introduction of a protection layer for MCP servers, with security checks based on static rules and semantic evaluation, including security status (VERIFIED, UNVERIFIED, UNSAFE) and on-demand revalidation.

SuperAgents and Agents

Registration and configuration of SuperAgents in the organization and project.
Front-end interface for configuring and using the SuperAgent.
Per-user favoriting/pinning of agents in chat.
Fix in sub-agent selection, which listed the agent itself.

Integrations

New native integrations: Jira, GitHub and DuckDuckGo.
Interface for using integrations when creating/editing agents.
New integration nodes in workflows.

MCPs and Security

MCP Scanner: configuration via org settings (YARA + LLM as Judge), security status and a revalidation button in the MCP registry.
Support for Resources, Prompts, Progress and Elicitation in the MCP client.
Support for MCP App in chat.
Security fixes.

AI Studio (Workflows)

Workflow versioning and lifecycle: publishing, unpublishing, republishing and listing versions.
Workflow status indicator (draft, published or with pending changes) inside the studio.
Running the latest published version of the workflow in chat/agents.
Cancelling workflow runs, with a cancel button.
New code suggestion button in the execution node.
File/artifact creation node (PDF, Word, Markdown) for sending by email.
Fixes in the HTTP nodes (timeout and query parameters via variables), code executor and aggregation node.

RAG and Knowledge

Hybrid semantic search applied to file search in collections.
Ability to edit context length, cost and other settings for custom provider models.
Fixes in connectors (association/dissociation, status, Google Drive) and file extraction.

Providers and Models

Support for the Vertex AI provider.
Full support for custom providers and the Responses API.

Chat

Pagination and optimized loading of a chat's message history (including long chats and chats with many images).
Pinning the user's most used chats and better sorting of old chats.
Pre-filling a chat message through a custom URL.
Fixes for scrolling, flicker before streaming, message editing and branch switching.

Admin and Governance

Configuration of usage quotas (tokens and real cost) for projects.
Links to documentation on admin pages to make them easier to use.
Fixes in member import/export (CSV, roles).

Security

Security fixes stemming from pentests.

v3.2.0: Customization

June 8, 2026

A release with improvements in the Admin, AI Studio (Workflows), Chat, Templates, MCPs and Governance modules. This version brings native registration of custom providers, expanded support for remote MCPs, creating assistants from templates, a library of reusable prompts, a guided onboarding tour and new security, isolation and quota controls.

Highlights

Custom Providers: Native registration of custom AI providers, with configuration of base_url, api_key and syncing of the available models directly with the provider's catalog.
MCP Evolution: Expanded MCP protocol support, including Resources, Prompts, an OAuth tool registry and better compatibility with remote MCPs.
Assistant Templates and Prompt Library: Creating assistants from templates, configuration hints and a library of reusable prompts.
Visual Customization: Organization administrators can now set the chat color scheme for all users in the organization, enabling a visual identity aligned with the company.
Governance, Security and Quotas: Authentication improvements, per-organization isolation and usage quota control by tokens and cost at the project level.

Admin

Custom providers: Registration of custom AI providers.
Usage quotas: Configuration of quotas by tokens and monthly cost.
Project dashboards: Clearer, friendlier metrics.
Charts: Adjustments to the assistants, users, feedback and usage charts.
Visual improvements: Adjustments to modals, dark mode, headers, filters and cards.

AI Studio (Workflows)

Visual Markdown editor: New editor for prompts and instructions.
Markdown: Improvements in editing and viewing.
Disabled providers: Better handling of workflows that depend on disabled providers.
Validation: Improved validation with hints for templates and dependencies.

Templates and Prompts

Creating assistants from templates.
Hints indicating the required models, MCPs, collections and credentials.
New library of reusable prompts.
Button to copy prompts directly on the platform.

MCPs and Integrations

Support for Resources in the MCP client.
Support for Prompts in the MCP client.
Improvements in the OAuth tool registry and compatibility with remote MCPs.

Chat

General interface improvements.
Support for a global assistant.
Persistence of the last assistant used per workspace/organization.
Support for public projects in chat.
Improvements for opening buttons in a new tab.

Onboarding

Initial implementation of a guided tour.

Governance and Security

Adjustments stemming from internal security validations and pentests.
Improvements in authentication, per-organization isolation and quota control.

Bug fixes

Fixes in workflows, assistants, templates and MCPs.
Visual fixes in Admin and Chat.
Fixes in CSV export, filters and modals.
Fixes in providers, Azure and Bedrock models.
Fixes for chat failures caused by invalid or missing tools.
Fixes in onboarding and in the behavior of public projects.

v3.1.0: Templates

April 23, 2026

A release with improvements in Admin, AI Studio (Workflows) and Chat: centralized workflow templates, support for the Anthropic provider, a new roles system and optimizations in RAG (hybrid search).

Highlights

Sub-agents: New feature for building multi-agent structures, where an orchestrator agent can call sub-agents and assistants.
Centralized Template System: Dedicated infrastructure for managing workflow templates, letting you reuse flows created by the AUMO team for your use case.
New Anthropic Provider: Full support for the Anthropic provider, expanding the model options on the platform.
Performance and Stability Improvements: Significant optimizations to the search system (RAG).

Admin

Sub-agent configuration: Assistants and AI flows can be enabled as sub-agents and become available as MCPs to other assistants and flows.
Role management: New permission system with project-oriented roles (Auditor, Owner, Curator, Editor, User).
AUMO Assistant configuration: Organization-level option to enable or disable the side chat in the admin panel for questions about using the platform.
Disabling providers: Turn off AI providers without deleting them, removing the API key from the database.
Logo in workflows: Custom logo for AI Studio workflows.
Advanced parameters: Temperature and max_tokens controls in the assistants' advanced settings.
Smart redirect: When opening Chat from admin, the user goes to the right project instead of the last project visited.
Direct link to chat: Button to open the corresponding chat from the assistant.
Cache invalidation: Improvements to the organization logo cache.
Models JSON update: Removal of deprecated or inaccessible models from the Fireworks AI, Bedrock, OpenAI and AUMO providers.
Terms of use: Acknowledgment and tacit acceptance of the Terms of Use with a technical record for legal validity.

Bug fixes (Admin)

Scrolling in the add-files modal in collections.
Adding users to the workspace.
Modals on small screens (laptops).
Assistant icons that disappeared.

AI Studio (Workflows)

Template system: Create a flow from a template provided by the AUMO team.
Conflict fix: Simultaneous workflow editing without false conflicts.
Scheduling: Fix in workflow scheduling.
Validation: Additional validations, including types.
Publishing: Publishing system for workflows and assistants.

Chat

Hybrid search: Migration in Qdrant to hybrid search in RAG, improving performance.
Stop message button: Interrupt the assistant's response streaming.
Open in new tab: Chat and admin buttons support middle-click or right-click to open in a new tab.
Message editing: Edit messages already sent to generate a new answer.

Fixes and performance (Chat)

Visual bug fixes.
Pointer cursor on the chat sidebar icons.
Fewer unnecessary re-renders in chat.

v3.0.0: Governance

February 11, 2026

A release focused on corporate MCP governance, Custom Guardrails and new automation nodes in AI Studio. Now only Organization Admins and Superadmins can authorize which MCPs will be available for use in projects, ensuring compliance and centralized control. The Guardrails feature was expanded to allow customizing the types of information that must not be sent to AI models, with anonymization and blocking options. New Email and Code Execution (Python and Node.js) nodes were also added to Workflows, along with the ability to schedule flow runs, significantly expanding the automation possibilities.

Highlights

Complete MCP Governance: A robust governance system at the organization level. MCPs with OAuth (Google) now work with full authentication.
Customizable Guardrails: A system for customizing guardrails at the organization level. You can now choose how the platform behaves when various types of information show up in chat, such as names, CPFs, payment data and many others.
New Workflow Nodes: An Email node for automatic sending and a Code Execution node in Python and Node.js.

Admin

Infinite pagination: Infinite scroll in the Assistants, Collections, Knowledge Sources and MCPs lists, improving performance and the browsing experience.
Customizable information display: All lists now open in card view by default, with the option to switch to a table.
Model filters: Added a filter to model selection when creating projects and in the project's "Models" menu.
Improvements to adding members: Fix in listing and searching members when adding users to the workspace, with pagination support for large organizations.
Dependency warnings: When trying to delete an MCP, the system now reports which workflows and assistants are using it.
Orphan assistants: Visual identification of assistants that use models removed from the workspace.
Form fixes: Adjustments and fixes in the Collection creation and editing form.
Improved error messages: Login errors and other operations now show more informative, targeted messages.
Customizable Guardrails: In the organization settings, you can now detail how guardrails work for each data type.

MCPs

Organization-managed MCPs: MCPs are now managed in the organization. Only MCPs authorized in the organization can be added to projects, and only Organization Admins and Superadmins can decide which MCPs a project can use.
Editing MCPs: You can now edit MCP server settings after creating them in the organization.
Support for MCPs with OAuth: MCPs with Google OAuth now work with authentication.

AI Studio (Workflows)

Copying workflows: You can copy workflows between different projects or within the same project.
Import by JSON: New option in the "New Workflow" button to create workflows from templates or import them via JSON.
Scheduled runs: Scheduled workflow runs using CRON expressions.
Built-in documentation: Links to workflow documentation directly on the platform.
MCP iterations parameter: New parameter in the LLM node to control the number of MCP call iterations.
New Email Node: A new node that sends an email according to the flow.
New Code Execution Node: Allows running code in Python and Node.js.

Chat

Improved Markdown formatting: Significant improvement in Markdown rendering, including lists, headings, code and tables with hyperlinks.
Color improvements: Swapped the sidebar and background colors to improve the experience.
Optimized scrolling: Adjustments to message scrolling behavior for a better reading experience.
Rerun button for workflows: Added a button to run workflows again from previous runs.
File limit tooltip: Visual indication of file upload limits.
Consistent icons: Fixed issues with assistant icons that disappeared.
Visual and UX improvements: Pointer cursor in the sidebar and improved sidebar icons.
Responsive alignment: Alignment fixes for smaller screens (laptops).
New Copy MCP Result button: You can now copy the result of an MCP call to the clipboard.
Multi-chat bug fixes: Better experience when sending messages in several chats at the same time.

v2.6.0: Analytics

December 19, 2025

A release focused on metrics and analytics, bringing a new metrics view for projects and organizations. It also includes new knowledge source sync settings, organization logo customization and provider credential verification at creation time.

Admin

Bug fixes and visual improvements.
Knowledge source: you can now configure syncing in minutes, hours or days.
Organization logo customization.
Permission change: only organization ADMIN and SUPERADMIN can change the models available to workspaces.
Character limit on prompts when creating assistants, so they don't exceed the models' limit.
Providers: credentials are verified when creating a provider; it can't be created if the API key isn't valid.
New screen for viewing project and organization metrics, with a history of the actions users performed.
The assistant's visual icon can now be set by the user.

AI Studio (Workflows)

Description fields added to the flow's inputs.
Real-time AI flow execution with a visual indication of the current step.
New iteration (loop) node.
New API call node.
Visual restructuring of AI flow editing: node settings now live in a menu on the right.

Chat

Sending images in chat to models with vision.
Initial message suggestions in chat personalized according to the accessible documents.

v2.5.0: Performance

November 10, 2025

A release focused on performance and connectors. It includes automatic personal project creation, improvements to the SharePoint, Google Drive and OneDrive connectors, drag-and-drop support in collections, a new IF node in Workflows and performance optimization in Chat.

Admin

Bug fixes.
Automatic personal project creation for Admin/Superadmin (with a default assistant).
Display of permissions by profile (role) in the panel.
Improvements in the feedback list.
Connectors:
- SharePoint: support for multiple URLs and an updated card with more data.
- Google Drive: clickable cards with a link/type icon, folder name display, option to add individual files.
- OneDrive: backend support and front-end adjustments.
- Web: clearer limits and explanatory texts.
Collections: download/view extracted content and drag-and-drop files into collections.
MCPs: A list of MCPs made available for simpler, easier installation.
More intuitive display of the {context} tag in the prompt when creating and editing assistants.
Organization and project settings menu.
Display of AI model details when creating assistants.

AI Studio (Workflows)

IF node and visual/UX adjustments.
REST API node.
Duplicate a workflow and select outputs from previous nodes in the Output Node.
Layout cleanup (sidebar removed).
Undo / Redo with Ctrl+Z and Ctrl+Shift+Z.
Support for asynchronous workflow execution via API.

Chat

Fixes for bugs specific to certain models.
More explanatory error messages.
New table component in answers.
More responsive "Thinking" and "Running tool" indicators.
Clearer error messages and better formatting (line break after tools; support for <br> in markdown).
Drag-and-drop of files in chat.
User settings screen.
Performance optimization for listing assistants and sending messages.

v2.4.0: Collaboration

September 29, 2025

A release focused on collaboration and integrations. Highlights include the SharePoint integration, MCP support in the Workflow LLM node, new forms for creating AI providers, and tool results shown directly in chat.

Admin

Example of how to access the models API.
SharePoint integration.
MCPs in the LLM node of the AI Studio Workflow.
New forms for creating AI providers.
The admin chat viewer now shows tool calls and uploaded files.
The system now remembers the last organization and project used.
New feedback screens when creating Atlassian and SharePoint credentials.
New RAG feature that returns full documents.
Bug fixes and general improvements.

Chat

Tool results show up directly in chat.
Ability to add comments when giving feedback.
Button to copy user messages.
Chat now remembers the last organization and project used.
Viewing the specific passages returned by the RAG system.
Paste images and files directly from the clipboard (Ctrl+V).
Screens for when something isn't found and for generic errors.
Bug fixes and general improvements.

v2.3.0: Integration

September 12, 2025

A release focused on MCP integration and content indexing. It includes configuring MCPs directly in AI Studio, registering MCPs via JSON, a website indexer that extracts multiple pages and tool responses shown in chat.

Admin

Centralized models in Admin (internal organization improvement).
Configuring MCPs directly on the AI Studio page, linked to the LLM node.
Registering MCPs via JSON: add multiple MCPs just by copying and pasting the JSON.
Website indexer: option to extract pages beyond the starting one, allowing more complete content to be indexed.

Chat

New fallback pages to handle error scenarios.
Tool responses: access to the responses returned by the MCP-linked tools the model used.
Display of the MCPs associated with an assistant.

v2.2.0: Intelligence

September 2, 2025

A release focused on intelligence and automation. Highlights include real-time display of the tools/MCPs called by assistants, a new page for running AI agent runs, and admin panel improvements including the new OCI (Oracle) provider and importing members via CSV/JSON.

Chat

Assistants with more knowledge about the platform and about what they can and can't do.
The chat name is now set when the user sends the message.
Real-time display of the tools/MCPs called by assistants.
New page for running and viewing runs of AI agents (created in AI Studio).
Fix for bugs related to message feedback.

Admin

System compliant with Google for Google Picker authentication (creating a Drive knowledge source).
New supported provider: OCI (Oracle).
Knowledge Collections' name and description can now be edited.
Better view of Projects in which the user has the Basic role.
Bug fixes in the MCP creation and editing form.
Searching organization and project members through the interface.
Improved user experience when editing assistants and agents.
Importing new organization and project members through .CSV or .JSON files.
New button to export all of a project's feedback.
Ability to regenerate the API Key and view it for API integrations.

v2.1.0: Connectivity

July 20, 2025

A release focused on connectivity and user experience. It includes improvements to conversation history, a visual restructuring of chat, a new CPF and CNPJ Extractor node in AI Studio, and several bug fixes and visual improvements.

Chat

Informative toasts in Portuguese.
Interface adjustments that prevent unexpected changes to the assistant and project while uploading files.
Visual bug fixes.
Prevention of duplicate file uploads.
Improved conversation history management, allowing quick search for previous chats, projects and assistants.
Visual restructuring of the chat color scheme and of code snippets in assistant answers.
New button to copy code snippets, markdown, CSV, etc. from the assistant's answer.

Admin

Visual adjustments to the feedback charts, with colors aligned to the feedback's meaning.
Fixes in the provider list.
Fixes when displaying the assistant type (with or without RAG).
In AI Studio, new validations and initial checks in internal flows (nodes).
New AI Studio node: CPF and CNPJ Extractor.
When creating connectors, you can now type or paste a Drive folder ID instead of choosing it through the Google Picker.

v2.0.0: Foundation

August 18, 2025

The platform's base release, focused on foundation and stability. Highlights include support for uploading many file types in chat and AI Studio, full MCP support in assistants, a new Oracle provider and several quality-of-life improvements in AI Studio.

Chat

Visual adjustments to login and colors.
Fix for bugs related to browser cookies.
Support for uploading many file types in chat: audio, images with text, Office files from different versions, code files and more.

Admin

New chart on a project's Dashboard screen: Most used assistants.
Support for a new AI provider: Oracle.
New feature to edit a credential.
New organization page listing basic information about all projects, even those the ADMIN, SUPERADMIN or CONTROLLER user isn't part of.
New warning to the user when trying to create a project with a slug that already exists (even if deleted).
Full MCP support in assistants: create MCPs, associate them with assistants and use them in chat.
Quality-of-life improvements in AI Studio: error warnings when something is misconfigured, indicating what needs to be fixed.
The output of file extraction and CPF nodes in an AI Studio workflow can be connected directly to the output node.
Ability to customize the field names of the input and output nodes of AI Studio workflows.
Support for uploading many file types in AI Studio: audio, images with text, Office files from different versions, code files and more.
Bug fixes in the Jira and Confluence knowledge sources and in the routine tasks that update collections.

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