> For the complete documentation index, see [llms.txt](https://docs.zenml.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.zenml.io/changelog/pro-control-plane.md).

# Pro Control Plane

Stay up to date with the latest features, improvements, and fixes in ZenML Pro.

## 0.13.18 (2026-06-18)

See what's new and improved in version 0.13.18.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/14.jpg" alt="ZenML Pro 0.13.18" width="800">

* **Command steps are easier to inspect**: Command-based steps now show the configured `command` in the UI instead of displaying step code that may not be relevant. This makes run and snapshot inspection clearer for teams using command steps, so you can quickly confirm what was executed without digging through implementation details.
* **Snapshot platform event trigger**: ZenML Pro now supports a Platform Event Trigger for snapshots. You can use snapshot events as an automation source, making it easier to build workflows that react when snapshots are created or updated.

***

## 0.13.15 (2026-06-01)

See what's new and improved in version 0.13.15.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/12.jpg" alt="ZenML Pro 0.13.15" width="800">

#### Organization Member Management Improvements

Inviting existing ZenML users to your organization is now faster and more seamless. When you invite someone who already has a ZenML account, they can be added directly to your organization without needing to accept a pending email invitation. This streamlined flow works automatically when SSO is enabled and applies to both SaaS and on-premise deployments.

The organization members table now displays email addresses alongside usernames when available, making it easier to identify team members at a glance.

<details>

<summary>Fixed</summary>

* **Tag display overflow**: Tags in table columns now wrap properly instead of overflowing their containers
* **Step log permissions**: Users without proper permissions now see clear error messages when attempting to view step logs, instead of encountering unclear failures
* **Artifact version status**: The producer run status in the artifact version sidebar now displays the correct current status instead of a hardcoded value
* **Organization access controls**: Users who access an organization without proper permissions can now still log out and access their personal settings
* **Email case sensitivity**: Fixed an issue where invitation emails with mixed-case characters (e.g., from Slack authentication) would fail to match, preventing users from accepting invitations. Email matching is now case-insensitive throughout the invitation flow

</details>

***

## 0.13.14 (2026-05-13)

See what's new and improved in version 0.13.14.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/11.jpg" alt="ZenML Pro 0.13.14" width="800">

#### Improved Secret and Service Connector Sharing

Sharing secrets and service connectors now works as expected. When you grant **Read** or **Edit** permissions to another user, they automatically receive the necessary permissions to view secret values and use service connectors for authentication—not just see metadata. The access list now accurately reflects who can actually use these resources.

#### Organization Trusted Domains

Organization operators can now configure **trusted email domains** to define which company email addresses belong to their organization. This makes it easier to find and invite existing ZenML users from your company—the system can surface matching accounts where policy allows, instead of relying solely on email invitations.

Configuring trusted domains:

* ZenML-managed deployments: To enable or change trusted domains for your organization, [contact ZenML support](https://zenml.io/slack) or your account contact.
* Self-hosted deployments: Accounts with super-user privileges can configure trusted domains through the ZenML Pro API on organization create and update operations using the `trusted_domains` field.

<details>

<summary>Fixed</summary>

* **Personal Access Tokens** now appear consistently in account settings regardless of whether you're viewing from within an organization or from the organization list
* **Invitations** menu item in personal account settings now only appears when SSO is enabled, matching the behavior in the avatar menu
* Organizations overview now loads all organizations you have access to, fixing an issue where only the first \~100 organizations would appear in the list and org switcher
* Code repository links now generate correctly

</details>

***

## 0.13.13 (2026-05-12)

See what's new and improved in version 0.13.13.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/10.jpg" alt="ZenML Pro 0.13.13" width="800">

#### Secret Sharing Improvements

<details>

<summary>Fixed</summary>

When you shared a workspace secret with someone and gave them **read** access, they could see the secret in the app but not the actual key/value content. This has been fixed—**Read** and **Edit** permissions on shared secrets now work as expected, allowing users to view secret values when they have read or edit access.

</details>

#### Helm Chart Enhancements

You can now load sensitive configuration values from existing Kubernetes `Secrets` instead of plain Helm values. This includes:

* **OAuth SSO client credentials** via `zenml.auth.sso.credentialsSecretRef`—reference an existing secret containing your OAuth client ID and client secret
* **Admin password** via external secret reference, following the same pattern as the existing database password configuration

This approach aligns with Kubernetes security best practices and makes it easier to integrate ZenML with your existing secret management workflows.

#### Workspace Filtering

<details>

<summary>Fixed</summary>

Two issues with the list workspaces endpoint have been resolved:

* The `is_managed` filter was being ignored for non-super-users
* The `is_managed` filter was mapped incorrectly, not properly handling the default value of `True` when the database column was unset

</details>

***

## 0.13.12 (2026-04-27)

See what's new and improved in version 0.13.12.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/9.jpg" alt="ZenML Pro 0.13.12" width="800">

#### Secret Sharing Improvements

<details>

<summary>Fixed</summary>

When sharing a workspace secret with read access, recipients can now view the secret's key/value content as expected. Previously, users with read permissions could see the secret existed but couldn't access its actual values. Both read and edit permissions now work correctly for shared secrets.

</details>

***

## 0.13.9 (2026-04-07)

See what's new and improved in version 0.13.9.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/10.jpg" alt="ZenML Pro 0.13.9" width="800">

#### Enhanced Access Control for Resource Pools

Workspace-level role-based access control (RBAC) is now available for resource pools and their subject policies. This enhancement allows you to manage permissions for resource pool operations at a more granular level within your workspaces.

With this update, workspace roles can now control who can create, view, update, and delete resource pools, as well as manage the policies that govern which subjects can access specific resource pools. This provides better security and governance for your infrastructure resources, ensuring that only authorized team members can configure and manage compute resources in your ZenML Pro environment.

***

## 0.13.7 (2026-03-26)

See what's new and improved in version 0.13.7.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/10.jpg" alt="ZenML Pro 0.13.7" width="800">

#### Performance Improvements

This release includes internal optimizations to improve the responsiveness and scalability of ZenML Pro. Workspace authentication and permission checks now benefit from intelligent caching, reducing database load and improving API response times for all workspace operations.

***

## 0.13.6 (2026-03-20)

See what's new and improved in version 0.13.6.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/9.jpg" alt="ZenML Pro 0.13.6" width="800">

#### Visualization Improvements

* **Step Parameter Validation for Snapshots**: The snapshot trigger UI now validates step parameters before submission, helping you catch invalid inputs earlier when launching pipeline snapshots.
* **Wait Condition Support**: The dashboard now supports wait conditions for pipelines that use `zenml.wait(...)`, making it easier to inspect paused runs and resolve pending external inputs so execution can continue.
* **Retried Step Version Visibility**: You can now view retried versions of steps in the UI, giving you better visibility into rerun history when debugging or comparing execution attempts.

***

## 0.13.5 (2026-03-11)

See what's new and improved in version 0.13.5.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/8.jpg" alt="ZenML Pro 0.13.5" width="800">

#### Visualization Improvements

* **Enhanced JSON Viewer**: JSON visualizations now support collapsing and expanding items, making it easier to navigate and explore complex JSON structures in the dashboard.

***

## 0.13.4 (2026-03-05)

See what's new and improved in version 0.13.4.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/7.jpg" alt="ZenML Pro 0.13.4" width="800">

#### UI Enhancements

**Triggers and Native Schedules**: Introduced the `Trigger` concept for automated pipeline execution. The first supported trigger type is Schedules, which offers lifecycle management, automatic synchronization with orchestrators, and centralized management across stacks.

**Artifact Version Tags Now Visible in DAG and Timeline Views**

You can now see all tags associated with an artifact version directly in the Artifact Version Panel when viewing your pipeline runs in the DAG or timeline view. This makes it easier to identify and understand artifact metadata without navigating away from your pipeline visualization.

**Customizable Documentation Buttons**

The header now supports custom documentation buttons, allowing for more flexible navigation to relevant documentation and resources tailored to your workspace needs.

***

## 0.13.3 (2026-02-20)

See what's new and improved in version 0.13.3.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/6.jpg" alt="ZenML Pro 0.13.3" width="800">

#### Dashboard Customization

Organization administrators can now add custom navigation links that appear on the dashboard, making it easier to direct team members to relevant external resources like documentation, wikis, or internal tools. Additionally, custom buttons can be added to the header for quick access to frequently used links.

#### Artifact Management

Artifact tags are now displayed in the Artifact Version panel when viewing artifacts in both the DAG visualization and timeline view, providing better visibility into artifact metadata and making it easier to identify and organize artifacts.

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.13.2 (2026-02-10)

See what's new and improved in version 0.13.2.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/6.jpg" alt="ZenML Pro 0.13.2" width="800">

#### Authentication Enhancements

ZenML Pro now supports running both SSO and username/password authentication methods simultaneously. This enables a smooth transition period when migrating from password-based authentication to SSO, allowing administrators to configure both methods and gradually move users over to SSO without disrupting existing workflows.

The login interface has been updated to dynamically display available authentication options based on your deployment configuration. When both methods are enabled, users can choose between SSO and traditional username/password login. The SSO login button now includes a loading indicator for better user feedback during the authentication process.

#### Workspace Management

You can now enroll external self-hosted ZenML servers as Pro workspaces directly from the workspace creation interface. A new "enroll" toggle in the workspace creation form allows you to switch between deploying a regular SaaS workspace and enrolling an existing self-hosted server. For on-premises control plane deployments, the interface automatically defaults to enrollment mode, streamlining the process of bringing your existing ZenML infrastructure under Pro management.

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.13.0 (2026-01-30)

See what's new and improved in version 0.13.0.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/5.jpg" alt="ZenML Pro 0.13.0" width="800">

#### Stack Management Improvements

Users can now **update existing stacks directly from the UI** without needing to delete and recreate them. A new dedicated stack update page allows you to modify stack configurations, add new components, or replace existing ones (orchestrators, artifact stores, container registries, etc.). Access the update functionality from the stack detail sheet or the stacks dropdown menu for more efficient stack management.

#### Enhanced Artifact Version Experience

The Artifact Version view has been completely revamped with a new unified detail page featuring a modern 3-panel layout. Navigate through artifact versions with a searchable, paginated list on the left panel, while viewing detailed version information in the center and right panels. Tag display and management have been improved across all artifact-related screens, and existing deep links continue to work seamlessly via automatic redirects.

#### Dedicated Logs Viewer

Pipeline runs now feature a **standalone logs page** with a dedicated URL, making debugging and monitoring much easier. The new logs viewer includes:

* A sidebar for navigating between run-level logs and individual step logs
* Virtualized rendering for better performance with large log outputs
* Built-in search and filtering capabilities
* Step duration display in the sidebar for quick performance insights

#### Team and Role Management for Invitations

Invitations are now more flexible and powerful:

* **Assign roles to invitations**: Instead of a single static role, you can now assign multiple roles to invitations, just like with users and teams. When the invitation is accepted, those roles are automatically transferred to the new user account.
* **Add invitations to teams**: Invitations can now be added to teams directly. Once accepted, the user automatically becomes a member of the assigned team, streamlining the onboarding process.

#### Generic OAuth2/OIDC Integration

ZenML Pro now supports **generic OAuth2/OIDC authentication** for on-premises deployments, allowing integration with any OAuth2/OIDC-compliant identity provider such as Google, GitHub, Azure AD, or Keycloak. This provides greater flexibility in authentication options beyond Auth0, which remains available as an optional integration when configured.

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.22 (2026-01-14)

See what's new and improved in version 0.12.22.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/4.jpg" alt="ZenML Pro 0.12.22" width="800">

#### Stack Management

You can now update existing stacks directly from the UI without needing to delete and recreate them. A new dedicated stack update page allows you to modify stack configurations, add new components, or replace existing ones (orchestrators, artifact stores, container registries, etc.). Access the update functionality from the stack detail sheet or the stacks dropdown menu.

#### Artifact Version View

The artifact version experience has been completely revamped with a new unified detail view:

* **Three-panel layout**: Navigate through a searchable, paginated list of versions in the left panel, view detailed version information in the center, and access related metadata on the right
* **Improved tag management**: Better tag display and management across all artifact-related screens
* **Seamless navigation**: Existing deep links continue to work through automatic redirects

#### Logs Viewer

Pipeline run logs are now easier to navigate and debug:

* **Dedicated logs page**: Each pipeline run has a standalone logs page with a direct URL for easy sharing and bookmarking
* **Sidebar navigation**: Quickly switch between run-level logs and individual step logs, with step duration information displayed for each step
* **Enhanced performance**: Virtualized rendering handles large log outputs smoothly
* **Search and filter**: Find specific log entries quickly with built-in search and filtering capabilities

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.19 (2025-11-19)

See what's new and improved in version 0.12.19.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/31.jpg" alt="ZenML Pro 0.12.19" width="800">

**General Updates**

* Maintenance and release preparation
* Continued improvements to platform stability

### What's Changed

* General maintenance and release preparation (#462)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.18 (2025-11-12)

See what's new and improved in version 0.12.18.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/32.jpg" alt="ZenML Pro 0.12.18" width="800">

**General Updates**

* Maintenance and release preparation
* Continued improvements to platform stability

### What's Changed

* General maintenance and release preparation (#460)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.17 (2025-11-05)

See what's new and improved in version 0.12.17.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/20.jpg" alt="ZenML Pro 0.12.17" width="800">

**Lambda Function Updates**

* Updated Python version for Lambda functions
* Improved performance and compatibility

**Authentication Enhancements**

* API keys and PATs can be used as bearer tokens
* Configurable expiration for API keys

**Vault Secret Store**

* Support for new Hashicorp Vault secret store auth method settings
* Enhanced security options

**Codespaces**

* JupyterLab support added to Codespaces
* Enhanced development environment

### Improved

* Lambda function Python version updates (#450)
* Enhanced authentication flexibility (#453, #454)
* Better Codespace development experience (#455)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.16 (2025-10-27)

See what's new and improved in version 0.12.16.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/33.jpg" alt="ZenML Pro 0.12.16" width="800">

**General Updates**

* Maintenance and release preparation
* Continued improvements to platform stability

### What's Changed

* General maintenance and release preparation (#449)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.15 (2025-10-16)

See what's new and improved in version 0.12.15.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/34.jpg" alt="ZenML Pro 0.12.15" width="800">

**Bug Fixes**

* Filter long user avatar URLs at source for older workspace versions
* Improved compatibility with legacy workspace versions

### Fixed

* Filter long user avatar URLs at source for older workspace versions (<= 0.90.0) (#447)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.14 (2025-10-02)

See what's new and improved in version 0.12.14.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/35.jpg" alt="ZenML Pro 0.12.14" width="800">

**General Updates**

* Maintenance and release preparation
* Continued improvements to platform stability

### What's Changed

* General maintenance and release preparation (#446)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.12 (2025-09-16)

See what's new and improved in version 0.12.12.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/22.jpg" alt="ZenML Pro 0.12.12" width="800">

**Service Account Enhancements**

* Service accounts can now invite users
* Improved automation capabilities

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.11 (2025-09-15)

See what's new and improved in version 0.12.11.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/23.jpg" alt="ZenML Pro 0.12.11" width="800">

**Service Account Features**

* Service accounts can invite users
* Enhanced collaboration capabilities

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.10 (2025-08-28)

See what's new and improved in version 0.12.10.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/24.jpg" alt="ZenML Pro 0.12.10" width="800">

**Service Account Authentication**

* Service accounts can authenticate to workspaces
* Better team resource management

### Improved

* Service account authentication to workspaces (#433)
* Team resource member testing (#430)
* Default workspace version updates (#434)
* Run template resource improvements (#435)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.9

See what's new and improved in version 0.12.9.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/36.jpg" alt="ZenML Pro 0.12.9" width="800">

**General Updates**

* Maintenance and release preparation
* Continued improvements to platform stability

### What's Changed

* General maintenance and release preparation (#431)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.8

See what's new and improved in version 0.12.8.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/25.jpg" alt="ZenML Pro 0.12.8" width="800">

**Workspace Features**

* Workspaces can now be renamed
* Improved workspace management

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.7

See what's new and improved in version 0.12.7.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/26.jpg" alt="ZenML Pro 0.12.7" width="800">

**RBAC Enhancements**

* Schedule RBAC enabled
* Team viewer default role added

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.6

See what's new and improved in version 0.12.6.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/27.jpg" alt="ZenML Pro 0.12.6" width="800">

**Service Account Improvements**

* Specify initial service account role
* New fields in service account schema and models

**Workspace Controls**

* Prevent users from creating/updating workspaces to older ZenML releases
* Prevent users from updating the onboarded flag

### Improved

* Service account role configuration (#416)
* Enhanced service account schema (#419)
* Better workspace version control (#421, #422)

### Fixed

* Service account fixes and membership filtering (#424)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.5

See what's new and improved in version 0.12.5.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/28.jpg" alt="ZenML Pro 0.12.5" width="800">

**Onboarding**

* User onboarded flag implementation
* Better user experience tracking

### Improved

* User onboarding tracking (#414)
* Dependency updates (#418)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.3

See what's new and improved in version 0.12.3.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/29.jpg" alt="ZenML Pro 0.12.3" width="800">

**Codespaces**

* Delete codespaces when cleaning up expired tenants
* Improved resource management

### Improved

* Codespace cleanup automation (#403)
* Workspace default version updates (#407)

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.2

See what's new and improved in version 0.12.2.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/30.jpg" alt="ZenML Pro 0.12.2" width="800">

**Codespaces**

* Add `zenml_active_project_id` to CodespaceCreate model
* Delete Codespaces on Workspace Delete

**Workspace Storage**

* Workspace storage usage count, limiting, and cleanup
* Better resource management

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***

## 0.12.0

See what's new and improved in version 0.12.0.

<img src="https://public-flavor-logos.s3.eu-central-1.amazonaws.com/projects/21.jpg" alt="ZenML Pro 0.12.0" width="800">

**Codespaces**

* Introducing Codespaces to Cloud API
* Enhanced development environment support

**Workspace Storage**

* Workspace storage usage count, limiting, and cleanup
* Better resource management

**Infrastructure**

* Provision shared workspace bucket with Terraform
* Improved infrastructure as code support

**RBAC**

* More permissions handling for internal users
* Enhanced access control

### Improved

* Codespaces integration (#380)
* Workspace storage management (#402)
* Terraform infrastructure support (#396)
* RBAC improvements (#392)
* Team member management (#397)

### Breaking Changes

* Kubernetes Orchestrator Compatibility: Client and orchestrator pod versions must match exactly

> **Compatibility:** Requires ZenML Server and SDK v0.85.0 or later.

***


---

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