Customware

    Product changelog

    What we've shipped

    A running timeline of the Customware platform — 183 shipped updates across agents, integrations, the workspace, and the infrastructure underneath it.

    October 2026

    1 update

    • Job Pausing

      Other jobs and agent task assignments pause while a job runs, and queued tasks resume once it finishes.

    September 2026

    5 updates

    • Jobs: Owner Access

      Jobs are available to organization owners.

    • Task Image Annotation

      Images attached to tasks can be annotated.

    • Task Queue Notifications

      New projects send a notification when the task queue completes.

    • Build Logs: Pagination

      Build logs load in pages.

    • Task Workspace Refresh

      The task workspace refreshes independently of the preview.

    August 2026

    10 updates

    • Database Restore

      Restore development or live project data from an available database backup.

    • Help consultant tools

      Help personas can use focused tools to read, create, and update tasks.

    • Disable Help Button

      The Help button can be hidden from the top navigation.

    • Computer-use QA agent

      A dedicated QA agent can validate applications through computer-use workflows.

    • PostHog sessions

      Session analytics use clearer replay windows for long-running activity.

    • AI Gateway limits

      AI service controls include configurable usage limits.

    • AI as a service

      AI capabilities can be configured as a managed project service.

    • Inbound email as a service

      Inbound email is available as a managed project service.

    • Outbound email as a service

      Outbound email is available as a managed project service.

    • Architectural Agent

      An architecture agent can refine tasks before they move into development.

    July 2026

    7 updates

    • Task Queue: Done Notification

      Project owners and admins can be notified when a task queue finishes.

    • Task Queue: Estimation

      Task queues include duration estimates and configurable completion notifications.

    • Design Iterations

      Design Board generations now arrive as progressive updates, making iteration easier to follow.

    • Admin Pages

      Admin workflows now cover organizations, users, projects, sandboxes, and customer email setup.

    • Builder and reviewer workflow

      Builder and reviewer agents can work together through a shared task workflow.

    • Limited Tasks Banner

      The task-limit banner stays visible while you work.

    • Project: Environmental Variables

      Environment variables are configured at the project level.

    June 2026

    11 updates

    • End User Support: Feedback Acknowledgment

      Users receive an acknowledgement when support work is published.

    • Suggestions Component

      Contextual suggestions are available throughout the workspace.

    • Task List: Paging

      Task lists load progressively with reusable infinite scrolling.

    • Schema deny list

      Chat hides blocked schema details before presenting database context.

    • Annotate Uploaded Images

      Now includes annotations to uploaded images before sharing them with an agent.

    • Upload Attachments

      Upload files and images in chat, tasks, and support conversations.

    • View: Table (Render Dataset)

      Database query results can be rendered in a reusable table view.

    • Chat Tool: Query Database

      Chat can query a project's development database and return structured results.

    • Query Database

      Chat can query project data and return results for display or download.

    • Task Selection + Actions

      Select multiple tasks, preserve their order, and apply actions as a group.

    • Drag/Drop Reordering of Task

      Tasks can be reordered with drag and drop.

    May 2026

    34 updates

    • Publish: Queued

      Publishing can wait for active build work to finish, then continue automatically.

    • Loading Screen

      A dedicated progress screen makes longer-running work easier to follow.

    • Tasks: Checkpoints

      Task checkpoints make longer builds easier to follow and resume.

    • Design Prototype

      Planning conversations can now produce an interactive design prototype.

    • Support Agent: Tool Approval

      Sensitive support-agent tools can require approval before they run.

    • Support Agent: Browser Control

      Support agents can use browser controls while helping a user.

    • Support Agent: Create Task

      Support agents can create tasks from a conversation.

    • Support Agent

      A dedicated support agent helps project owners and end users.

    • Capture Account/Email

      Support conversations can capture the user's account and email context.

    • Help Document

      Support agents can use a dedicated help document while assisting users.

    • Weekly AI provider limit resets

      AI provider usage limits can reset on a weekly schedule.

    • Store Plan

      Plans can be saved and restored across a conversation.

    • Chat: Dream Tool

      The Dream tool can continue longer-running work in the background.

    • Support Agent: Screen Capture

      Support agents can capture the current screen when helping a user.

    • Daytona SDK update

      The sandbox SDK has been updated for the latest project workflows.

    • Cleanup Sandbox Temp Files

      Temporary sandbox files are cleared automatically to keep workspaces tidy.

    • Volume: File Mounts

      Project files can be mounted through shared development and live volumes.

    • Select Component

      Long component lists are scrollable so every available option stays accessible.

    • Persona Meta Document

      New meeting personas receive a metadata document automatically.

    • View: Database Schema

      Chat can display a visual view of the current database schema.

    • Chat Tool: Database Schema

      Chat can retrieve database tables, relationships, and schema details.

    • Import Existing Project

      Existing projects can be imported into Customware.

    • Onboarding completion checkpoint

      After onboarding, the waiting screen explains the path from design to prototype.

    • Database Backup/Restore

      Project databases can be backed up to durable storage and restored when needed.

    • Organize Projects

      Projects can be organized into clearer groups.

    • Template: Configuration

      Shared templates hold project configuration and reusable activity skills.

    • Publish: label change

      Publish terminology and project-card dates are clearer throughout the workspace.

    • Project Card: Date

      Project cards show the date alongside the project name.

    • Preview: Web Address Bar

      Application previews include a browser-style address bar with refresh controls.

    • Select Component Page

      A searchable picker makes every workspace view available from the project navigation.

    • Domain: History of Changes

      Domain documents keep an immutable version history so earlier changes can be reviewed.

    • Backup/Restore Production Database

      Production databases can be backed up on a schedule and restored from Publish.

    • Sandbox environment modes

      Each sandbox receives the appropriate development or live environment mode.

    • Page: Setting up Project

      The project setup screen sets clearer expectations and previews what happens next.

    April 2026

    61 updates

    • Prototype: Visual Quality, Layout, and Brand Alignment

      Generated prototypes follow the selected layout, visual direction, and brand more closely.

    • PostHog: LLM Analytics

      LLM analytics focus on chat activity to keep telemetry useful and easier to interpret.

    • Chat: Visual Feedback

      Users can point to parts of an application and send visual feedback through chat.

    • Admin: Tavus Personas

      Admins can manage persona display names, internal names, and conversational greetings.

    • Chat: Copy

      Assistant responses can be copied from chat with one action.

    • Confirm: on Request to Stop

      Stopping active work requires confirmation before the task is returned for review.

    • Project: Name Default

      Unnamed projects receive a timestamped default name.

    • Change Help Icon

      The Help control now uses a compact question-mark icon.

    • Chat: Plan

      Ask includes a read-only planning mode with editable previews and an approval step.

    • Chat: Move Conversations

      Conversation history uses shared project storage so context stays available across sessions.

    • Chat: Conversation History: Tool

      Chat tools can retrieve conversation history when more context is needed.

    • Chats/Conversation: History

      Meeting and Ask conversations appear together in a unified history.

    • OpenRouter as AI provider

      OpenRouter provides a broader model selection with bring-your-own-key support.

    • Onboarding: Resend Invite

      Administrators can resend a missed user invitation.

    • Onboarding: Send New User Invite

      A new owner can be invited to take over a project.

    • Ask agent task and knowledge updates

      Change requests from Ask create tasks while also updating project knowledge.

    • Admin: Skip Tavus

      Administrators can continue onboarding from a supplied meeting transcript.

    • Full Access: New Project

      Administrators can create a new project with full access.

    • Admin Access to Organizations

      Administrators can open any organization from the admin portal.

    • Label System Tasks

      System-created tasks are visually distinct from user-created tasks.

    • Daytona proxy favicon

      Preview pages use a Customware favicon.

    • Admin: Users: Last Login

      The admin user list shows each user's most recent sign-in.

    • Task: Request to Stop

      Project owners can request that active work stop and return for review.

    • Preview: Brand Logo

      Now includes brand logos and mention in instructions.

    • Automatic project labels

      New projects receive distinct default names automatically.

    • Onboarding Process

      Onboarding focuses on collecting requirements and moving the project into its first build.

    • Unhinged mode

      Unhinged mode lets users explore designs without the usual CPQ constraints.

    • Prompt input in Task Manager chat

      Task Manager chat has a larger, clearer prompt input.

    • Task Manager: Questions

      Task Manager highlights clarifying questions that still need an answer.

    • Support

      Project owners and end users have clearer ways to request help and share feedback.

    • Project-specific live sandbox addresses

      Live sandbox addresses use the project identifier for consistent routing.

    • Login to Admin

      Administrators can enter the admin portal directly from organization selection.

    • Support Chat: Page: Agent Tool

      Support chat can operate the current page while guiding a user.

    • Feedback on tasks

      Users can leave feedback directly on tasks and follow it in the activity feed.

    • Support Chat

      A support assistant can explain Customware and guide users through common workflows.

    • Chat Component: Teams / Invites

      Chat can show team membership and invitations for the current project.

    • Celebrate user feedback

      Feedback submissions receive a lightweight moment of acknowledgement.

    • Email: Org Creator When Prototype is Ready

      Organization creators receive an email when the prototype is ready.

    • Email: Org Creator When Onboarding Meeting Starts

      Organization creators receive an email when onboarding begins.

    • Email: Project Owner After onboarding meeting

      Project owners receive a follow-up email after onboarding.

    • Domain: Interactions

      Chat tools and background workflows keep project knowledge current.

    • Domain: View Component

      Project knowledge can be viewed as rendered Markdown.

    • Domain: Dream

      A background process learns from tasks and conversations to update project knowledge.

    • Default Pin Review

      Review is pinned by default for quicker access.

    • End-of-trial backend tasks

      Ending a trial can automatically queue the remaining backend work.

    • Chat: Read Domain

      Chat can read the current project knowledge document.

    • Admin: Delete Org

      Administrators can delete an organization from the admin portal.

    • Past context capture

      Past project context is captured consistently across planning, data, and execution.

    • Knowledge Agent

      A knowledge agent helps structure and maintain project understanding.

    • Paywall

      Administrators can move a project from trial access to full access.

    • Builder prototype

      Projects can remain in prototype mode before moving into a full build.

    • Invite User

      Administrators can invite an organization owner and track invitation status.

    • Organization Brandfetch

      Organization branding can be populated from Brandfetch.

    • Chat Component: Environment Variables

      Chat can display and manage project environment variables.

    • Task list jumps to the latest item

      Task lists automatically reveal the latest activity.

    • Create Organization

      Administrators can create organizations from the organization list.

    • Two-panel layout

      A two-panel workspace keeps the application and Ask an Expert side by side.

    • Get Preview URL

      Preview addresses can be copied for testing and sharing.

    • Email: Verification Code

      Verification emails use a monitored support address.

    • QA Agent: E2E

      A dedicated QA agent can run end-to-end validation against project requirements.

    • Tavus: End Call Tool

      Meeting agents can end a call after receiving user confirmation.

    March 2026

    54 updates

    • Security Agent

      A security agent reviews projects for high-impact risks before release.

    • Chat: Ask an expert

      Ask an Expert offers a broader conversational assistant in chat.

    • Ask: Capture Image

      Ask can capture the current application view as conversation context.

    • Maintenance window notices

      Dashboard notices can announce planned maintenance before it begins.

    • Updated Publish page layout

      The Publish page uses a clearer content and action layout.

    • Grouped and collapsible tasks

      Similar tasks can be grouped and collapsed, with the view preference remembered.

    • Task: Activity Feed

      Task activity is collected in a dedicated feed.

    • Pull Live to Preview data

      Live project data can be copied into preview for testing.

    • Passive Metrics: LLM analytics

      Passive LLM analytics provide visibility into AI activity.

    • Sandboxes may need SMTP

      Sandboxes can use managed email delivery for application workflows.

    • Publishing state label update

      Publishing states use clearer, more consistent labels.

    • Publish actions in the activity feed

      Publish events appear alongside other project activity.

    • Undo a Release

      A published release can be rolled back when needed.

    • Organization Volumes

      Organization-level volumes provide more durable project storage.

    • Health Check: Restart Sandbox

      Health checks can restart a sandbox when required services are unavailable.

    • Ask: Files

      Ask conversations accept files alongside text and images.

    • Ask context screenshots in tasks

      Screenshots captured in Ask stay attached to the resulting tasks.

    • CPQ application and design templates

      New projects can start from reusable CPQ application and design templates.

    • Publish to production

      Projects can be promoted from preview into a production release.

    • Release Artifact

      Publishing produces a durable release artifact.

    • Tavus: Onboarding

      Onboarding meetings use a shorter, friendlier, requirements-focused experience.

    • Bulk task selection and assignment

      Multiple pending tasks can be selected and assigned to the builder together.

    • PostHog: Organization Proxy

      Organization-specific proxy addresses provide a consistent entry point for projects.

    • Clearer responsibility for task statuses

      Task statuses use clearer labels for ownership, progress, and approval.

    • Add/ capture environment secrets under tasks

      Project secrets can be captured and managed directly from task workflows.

    • Static Code Analysis

      Automated static analysis checks generated code before it reaches users.

    • Preview Domain

      Application previews use a consistent Customware domain.

    • Skills: The Agent Skills Directory

      Administrators can browse, select, and install skills from a shared directory.

    • Skills: Upload Zip File

      Administrators can upload agent skills as packaged archives.

    • Implement Playwright Integration (Builder Observation Layer)

      Builder workflows can observe and test applications through Playwright.

    • Developer Agent: Interactive Playwright

      Developer agents can use an interactive Playwright workflow while building.

    • Banner: Deploy

      The application can notify users when a new deployment is ready.

    • Projects list aligned with the prototype

      The projects list now follows the cleaner prototype layout.

    • Project Page: Align to Prototype Design

      Project pages now follow the richer prototype layout.

    • Guard: Browser Detection

      Onboarding detects unsupported browsers and guides users toward a compatible option.

    • Tasks begin in the background

      New tasks continue starting even after you leave the creation view.

    • Task: Attachments

      Tasks accept a wider range of files as context for the builder.

    • Builder task status

      Builder task statuses make assignment and progress easier to understand.

    • Project/Org/Admin Settings

      Project, organization, and admin settings use a consistent structure.

    • Securing Tools Calls

      Tool calls are checked against safety rules before they can run.

    • Admin access across all projects

      Administrators can access every project without separate project-by-project membership.

    • Tavus: Upload Files

      Files shared during a meeting are added to the conversation context.

    • Opentelemetry

      Application traces and correlated product logs provide clearer operational visibility.

    • Activity Feed

      Project activity has a dedicated, persistent feed.

    • Order tasks descending

      The newest tasks appear first in the task list.

    • Tavus: Recurrence Meeting

      Users can start a new guided meeting whenever more help is needed.

    • Full-screen application preview

      Application previews can expand to a full-screen workspace.

    • Clearer spacing between screenshots and AI responses

      Screenshots and AI responses have clearer visual separation.

    • Move Build Log to Tasks

      Build logs are organized by task and remain available after the build finishes.

    • Transcript to Task Agent

      Meeting transcripts can be converted into structured tasks.

    • Custom preview domains

      Application previews use stable, readable Customware addresses.

    • User names in the Daily SDK

      Meeting participants use the name already stored in their account.

    • Navigation label changed from Task to Ask

      The primary navigation uses Ask to make new-request entry points clearer.

    • Admin Task Reset

      Administrators can restart a task from its current workflow.

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