Ejento AI
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GuidesQuickstartRecipesREST APIsRelease Notes
FAQs
Ejento AI
  1. Release Notes
  • Release Notes
  1. Release Notes

Release Notes

Welcome to our Release Notes — your source for the latest product updates, feature enhancements, and improvements across the Ejento platform.
We’re preparing detailed notes for each product release. Here’s what you can look forward to:
New Features — Major functionality and tools added to enhance your experience.
Improvements — Design, speed, and performance optimizations.
Fixes & Deprecations — Resolved issues and notices for outdated components.

Release Notes – April 15, 2026#

Improvements#

Improved Document & PDF Viewing
Enhanced document viewing experience with smoother previews, better scaling, and improved readability for PDFs and other files.
Enhanced AI Performance & Accuracy
Faster and more relevant responses with improved retrieval performance.
Better handling of stored knowledge and cached content.
Improved support for structured and multi-step tasks.
Improved Integrations & Connectivity
More reliable connections with external services and APIs.
Reduced interruptions when working with integrated tools.
Better synchronization between platform features and connected services.
Workflow & Collaboration Improvements
Better handling of uploaded files, generated outputs, and shared content.
More reliable execution of workflows, including retrieval and evaluation tasks.

Bug Fixes#

Fixed issues affecting workflow execution, document handling, and UI consistency.
Resolved edge cases causing delays or interruptions in background operations.

Release Notes – April 8, 2026#

New Features#

Citations in AI Responses
AI responses can now include citations, helping you understand the source of information and improving transparency and trust in outputs.
External Data Import Support
You can now connect and import data from external sources (such as cloud storage), making it easier to work with your existing data within the platform.

Improvements#

Enhanced AI Capabilities
Improved response accuracy, consistency, and structure.
Better handling of complex and multi-step tasks.
Stronger context retention for more coherent conversations.
Improved Data & Integration Handling
More reliable syncing and processing of external content.
Better handling of web-based and large datasets.
Refined User Experience
Enhanced browsing with better pagination, sorting, and filtering.
Added guided onboarding and walkthroughs for easier adoption.
Improved Dark Mode with better readability.

Bug Fixes#

Fixed issues affecting UI responsiveness and system performance under load.
Resolved edge cases related to data processing and workflow execution.

Release Notes – April 1, 2026#

Improvements#

Improved Agent Intelligence
More accurate and structured responses across different use cases.
Better handling of multi-step queries and complex tasks.
Better Integrations & Connectivity
Expanded support for connecting external tools and services.
More reliable syncing and interaction with connected platforms.
Improved authentication and connection stability.
Refined User Experience
Smoother and more responsive chat interactions.
Enhanced Dark Mode with improved readability.
Added guided tours and in-product help for easier onboarding.
Improved sidebar navigation and layout consistency.
Better handling of loading states and transitions.
Enhanced mobile responsiveness across key features.
Workflow & Collaboration Improvements
More consistent and predictable workflow execution.
Improved project and workspace interactions.
Clearer handling of roles and access permissions.

Bug Fixes#

Fixed issues affecting chat interactions, workflows, and UI behavior.

Release Notes – March 25, 2026#

New Features#

Code Execution for Agents
Agents can now execute code in a secure, sandboxed environment, enabling them to handle more advanced tasks and generate more dynamic outputs.

Improvements#

Enhanced Agent Capabilities
Improved reasoning and response quality for more accurate and structured outputs.
Improved memory handling for more consistent context across conversations.
Enhanced support for voice-enabled agents, allowing more reliable and controlled voice interactions.
Improved Integrations & Authentication
More reliable authentication flows when connecting external services.
Improved stability and consistency when working with integrations.
Refined User Experience
Improved UI consistency with better layouts, spacing, and visual clarity.
Enhanced Dark Mode with improved contrast and readability.

Bug Fixes#

Fixed issues affecting chat interactions, UI responsiveness, and data handling.

Release Notes – March 11, 2026#

New Features#

Dark Mode
A new dark theme is now available, providing a more comfortable viewing experience, especially in low-light environments.
Expanded Integrations
You can now connect with more external tools, including HubSpot, Canva, and Zendesk, enabling smoother workflows across platforms.

Improvements#

Improved Agent Performance
More structured and reliable responses from agents.
Better consistency when interacting with external tools and services.
Agents now support more advanced reasoning capabilities, allowing them to handle complex tasks with greater accuracy and depth.
Enhanced User Experience
Improved chat interactions with smoother behavior and clearer visual feedback.
Better layout consistency and overall UI responsiveness.
Improved onboarding experience with guided flows for new users.
Enhanced user settings for easier configuration and control.
Better Workflow & Collaboration
Improved project selection and workflow setup experience.
Clearer and more reliable permissions handling across teams and workflows.
Performance & Reliability Improvements
Faster response times across chats, workflows, and integrations.
Improved platform stability for more consistent day-to-day usage.
Better handling of large data and background processes.

Release Notes – March 4, 2026#

Improvements#

External Tool & Integration Support
Expanded support for connecting external tools and services.
More flexible authentication options when setting up integrations.
Improved reliability when syncing and managing connected services.
Improved Agent Capabilities
Faster workflow execution and improved response streaming.
More consistent responses through improved memory handling.
Better reliability when agents interact with connected tools.
Improved configuration and editing experience for agents.
Enhanced User Experience
Improved chat interface responsiveness and readability.
Updated fonts, contrast, and UI elements for better accessibility.
New guided UI tours to help users discover key platform features.
Improved navigation and layout consistency across pages.
Enhanced search and discovery experience.
More intuitive dialogs and modals for common actions.
Reduced latency in workflows and agent responses.

Bug Fixes#

Resolved edge-case issues affecting chat, workflows, and integrations.
Fixed reliability issues related to agent responses and connected services.

Release Notes – February 25, 2026#

New Features#

Revision History for Custom Instructions
You can now view detailed version history for custom instructions, making it easier to track changes over time and maintain clarity across updates.

Improvements#

Improved Authentication Experience
Smoother passwordless and Single Sign-On (SSO) login experience.
More reliable sessions and clearer login error handling.
Login is now supported even when public registration is disabled.
Enhanced Agent & Instruction Management
Improved bulk updates for custom instructions.
Better tagging, filtering, and pagination for easier organization.
More consistent role-based access control for managing assistants.
Refined User Experience
Updated chat and comment interfaces for improved clarity and usability.
Enhanced search and filtering experience.
Improved filtering for public agents within workflows.

Bug Fixes#

Resolved edge-case errors affecting workflows and interactions.
Fixed issues related to session handling and access control reliability.

Release Notes – February 19, 2026#

New Features#

Teams, Projects & Role-Based Access Control
A new structured access and collaboration system that gives better control over users, teams, and projects.
Organize users into Teams and manage multiple members within each team.
Assign access to a project either to specific users or to entire teams for easier collaboration.
Control who can view or manage assistants inside a project using role-based permissions.
Introduced Admin and Member roles at both team and project levels:
Member: Can view assistants within project.
Admin: Can create, edit, and manage assistants and project settings.
Permission inheritance ensures consistent and secure access across teams, projects, and assistants.

Improvements#

Improved conversation starters and custom instruction options to help you get useful responses more quickly.
Faster chat, search, and workflow performance, delivering quicker responses across the platform.
Smoother live interactions, including chat and voice sessions, for a more seamless real-time experience.
Refined chat input, threading, and sidebar interactions for a more stable and consistent user experience.
Better notification management, with clearer and more meaningful email updates.
Improved system stability to maintain consistent behavior even during high usage.

Bug Fixes#

Fixed issues that caused inconsistent role behavior and unexpected access errors.
Resolved problems with duplicate notifications and email delivery reliability.
Addressed multiple user interface inconsistencies to improve overall usability.

Release Notes - February 12, 2026#

New Features#

Deep Agent (Preview)
A new assistant pattern that plans, delegates, and executes complex tasks more effectively.
Enables structured planning by splitting requests and assigning them to specialized subagents.
Can analyze structured data (including Excel attachments), generate charts, and produce end-to-end outputs such as DOCX, Markdown, LaTeX, and other artifacts.
Memory
Assistants can now retain context within a chat thread, remembering instructions such as writing style, preferences, or prior information, so conversations stay consistent, personalized, and more effective.

Improvements#

Navigation is simpler, and messages are clearer when content or threads are unavailable.
Interfaces have been polished—buttons, menus, labels, and spacing are now cleaner and easier to follow.
Workflows are guided, making it easier to complete tasks without confusion.
Chat messages and documents are easier to read, organize, and interact with.
Chats, searches, and workflow actions are now quicker, giving you faster responses.
Background tasks run more smoothly, reducing delays and errors.
The platform stays stable even during heavy usage or when many users are active.
You can tag and comment on results to track work or share feedback.

Release Notes – January 30, 2026#

New Features#

Added the ability to tag and comment on query results, making evaluation and reporting workflows more collaborative and organized.
Improved search and filtering, helping you find relevant information faster.

Improvements#

Improved overall performance, resulting in faster responses during chats, searches, and workflow actions.
Enhanced real-time streaming for smoother and more seamless interactions.
Improved navigation with clearer error messages and better handling when content is unavailable or restricted.
Refined user interface elements, including tooltips, labels, icons, dialogs, and settings, for a cleaner and more consistent experience.
Improved permission visibility and access clarity, making it easier to understand roles and content access.

Bug Fixes#

Fixed issues affecting chat, workflows, permissions, and document interactions.
Resolved edge cases that previously caused inconsistent behavior or unexpected errors.

Release Notes – January 22, 2026#

New Features#

Added support for real-time response streaming where applicable, making interactions feel faster and more dynamic.
Improved evaluation and reporting with clearer insights and more structured feedback.

Improvements#

Improved overall platform responsiveness with faster data processing and smoother real-time interactions.
Refined navigation and page handling to provide clearer guidance when content is unavailable or restricted.
Introduced guided workflows and contextual instructions to help users navigate key features more confidently.
Improved layouts, styling, icons, and typography for a more polished and consistent interface.
Enhanced chat, document handling, and sharing experiences for smoother collaboration.
Improved notification and email reliability so important updates are delivered more consistently.
Strengthened platform security with improved protections and safer input handling.

Bug Fixes#

Fixed issues affecting chat, documents, modals, and workflows to improve stability.

Release Notes – January 15, 2026#

New Features#

Added support for multiple tags and improved filtering options, making it easier to organize and find content.
Enhanced authentication options, including improved single sign-on (SSO) and verification flows for a smoother login experience.

Improvements#

Updated workflow navigation for smoother movement across the platform.
Improved layout consistency and visual design for a cleaner, more polished experience.
Refined chat functionality, including better handling of threads and organization switching.
Improved message input fields to handle longer text more smoothly.
Enhanced tracking of user activity and revision history for clearer visibility into changes.
Strengthened platform security with improved input validation and updated protections.

Bug Fixes#

Resolved issues related to outdated components and input handling to improve platform stability and reliability.

Release Notes – January 7, 2026#

Improvements#

Improved workflow performance, making navigation, lists, filtering, and sorting faster and more responsive.
Refined user interfaces to be cleaner and more intuitive, reducing clutter and improving ease of use.
Enhanced notifications and alerts so they are more relevant and helpful during everyday usage.
Improved overall platform stability to reduce interruptions and ensure smoother interactions.

Bug Fixes#

Fixed issues that previously caused inconsistencies in workflows and user interactions.
Resolved stability-related bugs to improve reliability during regular platform usage.

Release Notes – December 17, 2025#

New Features#

Added new capabilities for managing jobs and agent responses, enabling more flexible and reliable agent interactions.
Improved support for creating agents using prompts, making agent setup easier and more intuitive.

Improvements#

Refined embedded experience with more consistent behavior inside iframes and cleaner, more relevant UI elements.
Improved chat scrolling and workflow tables for smoother and more predictable interactions.
Enhanced platform security with stronger access controls and authentication checks to ensure safer usage.
Improved overall responsiveness and reliability through performance optimizations across the platform.
Improved system visibility and stability through better logging and cleanup of existing workflows.

Bug Fixes#

Fixed multiple issues affecting embedded usage, workflows, and agent interactions.
Resolved stability and reliability issues to deliver a smoother, more consistent user experience.

Release Notes – December 10, 2025#

New Features#

Introduced organization-level data isolation using API keys, ensuring clearer ownership of data and safer usage for teams working across multiple organizations.

Improvements#

Improved document synchronization, making file updates faster and more accurate.
Enhanced workflows and pipelines to provide more consistent and reliable execution.
Updated the user interface to improve pagination, filtering, and evaluation views for easier navigation and usability.
Strengthened overall platform security to provide a safer experience for users.

Bug Fixes#

Fixed issues related to data handling and background processes to improve platform reliability.
Resolved edge cases affecting agent behavior and scheduled tasks.

Release Notes – December 3, 2025#

New Features#

Added support for PDF and archive files, allowing users to upload and work with more file types.
Enabled easier uploads for icons, logos, and additional attachments.

Improvements#

Improved overall platform performance and reliability, especially for complex workflows.
Enhanced multi-agent conversations with smoother flow and better context handling.
Improved chat history and document tracking for more consistent interactions.
Refreshed parts of the user interface, including navigation elements, for a cleaner and more polished experience.

Bug Fixes#

Fixed issues affecting sorting, filtering, and data display.
Resolved stability issues to ensure smoother day-to-day usage.

Release Notes – November 26, 2025#

New Features#

Improved collaboration between multiple agents, resulting in smoother conversations and better continuity during interactions.

Improvements#

Enhanced conversation understanding, making greetings, follow-ups, and general queries feel more natural.
Improved file and document handling for more accurate content understanding.
Optimized chat history processing to ensure past conversations better inform future responses.
Made reliability and stability improvements to ensure faster and smoother interactions across the platform.

For API-specific updates, visit our API Changelog page.