Palantir Release Notes

Workflows enabled by interface support

Support for ontology interfaces in Workshop is now generally available and enabled by default across enrollments. This enables you to build Workshop applications against interface properties and links shared by multiple object types without configuring the same workflow separately for every implementing object type.

In Workshop, you can now:

• Create object set variables from interfaces.
• Cast an object set variable as an interface or as its implementing object types.
• Filter object sets using interface properties and traverse interface links.
• Configure interface properties in most core widgets, such as the Object Table, Object List, Filter List, and Metric Card widgets.

An object table widget configured with an interface object set composed of two object types implementing a manufacturing asset interface.

For example, you can define an Alert interface implemented by Maintenance Alert, Inspection Alert, and Safety Alert object types. Then, you can create one interface-based object set variable, filter it by shared properties, such as Event Date or Status, and display the results with a single widget configuration. When another object type implements the interface, that object type is included in the same interface-based workflow without the need to change the object set variable or reconfigure the module. Previously, you needed to create a unioned object set with more complex conditional application logic to achieve a similar result.

An interface-based object set composed of two object types filtered to include acknowledged asset alerts.

Unsupported widgets

Currently, not all widgets support ontology interfaces. When you pass an interface-based object set to an unsupported widget, Workshop displays an Interfaces not yet supported notification. The widget treats the input as an object type–based object set with property selection options derived from the implementing object types rather than the interface.

A widget configuration displays an Interfaces not yet supported notification and explains how the widget treats the object set.

Learn more about how to use ontology interfaces in Workshop.

What's next

Ontology interface support will be broadened to include other major widgets, including the Map, Pivot Table, and Gantt Chart widgets. To help prioritize support for additional widgets, share your thoughts with Palantir Support channels or on our Developer Community ↗ forum using the workshop tag ↗.

Features

AI Platform (AIP) / Language Model Service

Anthropic’s Claude Opus 5.5 and Claude Sonnet 5 are now available in AIP for UK-georestricted enrollments with Claude via AWS Bedrock enabled.

Use case development / Workshop

Support for ontology interfaces in Workshop is now generally available and enabled by default across enrollments. This enables you to build Workshop applications against interface properties and links shared by multiple object types without configuring the same workflow separately for every implementing object type.

Learn more about how to use ontology interfaces in Workshop.

Features

Data connectivity & integration / Job Tracker

You can now cancel individual jobs directly from the Builds application without canceling the entire build by selecting Actions > Cancel job on a running job.

Ontology building / Vertex

Vertex graph link controls now support URL constants in addition to subgraph navigation. You can configure a link control to open a valid HTTP or HTTPS URL in a new tab when selected in View mode, or via Ctrl (Windows)/Cmd (macOS) + click in Edit mode. Destination tooltips and validation feedback are displayed in the editor, and existing subgraph links continue to work as before.

Ontology building / Workflow Lineage

You can now open resources in new browser tabs directly from Workflow Lineage. Individual resources can be opened from the workflow overview sidebar, and up to 20 selected nodes can be opened at once by right-clicking on the graph.

Enhancements

AI Platform (AIP) / AIP Analyst

AIP Analyst now supports dragging saved analyses from the left browser panel directly into chat to add an analysis lookup tool. Analyses listed under My analyses and All analyses can be dragged into an active conversation, reusing the existing import and duplicate prevention logic.

Analytics / Notepad

Resource links and widget source footers in Notepad documents now display the friendly alias of a resource instead of appending the underlying name or resource identifier in parentheses. Resources without an alias continue to display their existing name.

Data connectivity & integration / Data Connection

Collapsing the filters sidebar in Data Connection now preserves its content state, scroll position, and resized width. Previously, toggling the sidebar could reset these elements; however, the panel now remains mounted when collapsed, retaining all child state and layout adjustments when re-expanded.

Ontology building / Object Explorer

The object set definition editor in Workshop now provides property value suggestions when filtering on interface properties. Previously, users had to enter filter values manually for interface properties; instead, suggestions are now returned automatically, matching the existing behavior for non-interface properties.

Ontology building / Ontology Management

Ontology Manager now includes an Apply scenario option in the Action type rule filter on the Action types page. Users can filter action types by scenario rules to find both published and working-state action types that match.

Product delivery / DevOps

When adding products to a draft in DevOps, you can now name new product drafts directly in the Add products to draft dialog before creating them.

Use case development / Workshop

Workshop's New variable from current button on object set variables now offers a dropdown with four options instead of creating only an object set definition variable. Builders can choose to create an Object set definition, Object set aggregation, Object property, or SQL query variable, each pre-wired to the source object set. The new variable is placed in the same folder as the source, named based on the source variable, and ready for further configuration in the variable editor. Non-object-set variables are unaffected.

Fixes

AI Platform (AIP) / AI FDE

AI FDE now automatically discards Hawk lockfile changes when switching branches in Python functions repositories, provided no source or dependency edits are present. Previously, opening a Python functions repository could generate or modify Hawk lockfiles during environment setup, which blocked branch switching, preview, and diagnostics operations even when no user edits had been made. Lockfile-only changes are now cleaned up before checkout, matching the behavior of Code Workspaces. If source or dependency files have also been modified, the branch switch remains blocked and a recovery message recommends using git stash push --include-untracked to resolve the issue.

Data connectivity & integration / Pipeline Builder

Pipeline Builder now correctly labels fallback branch types in dataset node tooltips. Previously, tooltips for dataset nodes reading from a fallback branch always described the branch as a Global branch, even when the fallback was a local Pipeline Builder branch. The tooltip now reflects the actual branch type.

Management & enablement / Control Panel

Control Panel now displays only the scope selectors relevant to the active extension. When viewing an enrollment-scoped extension, only the enrollment picker is shown; organization-scoped extensions show only the organization picker; and space-scoped extensions show only the space picker. Global extensions hide all scope selectors. When no extension is selected, all available pickers are displayed.

Management & enablement / Control Panel

Grouped table headers in Control Panel now display a distinct background color from ordinary rows when using dark mode. Previously, group headers in certain views could appear with the same background as regular rows, making them harder to distinguish. Light mode styling remains unchanged.

Ontology building / Ontology Management

Ontology Manager now displays the Deployment tab for Compute Module-backed functions using the full available panel width and height. Previously, the log viewer was constrained to a centered, width-limited container with a fixed height.

Security & governance / Approvals

Entering one or two characters in the Approvals inbox search field now displays an Enter at least 3 characters to search message instead of incorrectly showing No requests found. Entering three or more characters resumes searching as expected, and clearing the search field restores the default inbox view.

Use case development / Slate

Slate now displays a warning when you select a different component or folder while an editor panel has unsaved changes. Choosing Cancel keeps your edits and current selection, while confirming discards the edits and selects the new component or folder. Previously, switching selection could discard unsaved changes without warning. Additionally, sidebar search behavior is now consistent across panels: search terms persist when selecting, deleting, closing the editor, or minimizing, and are cleared when creating a new resource or when closing or switching the sidebar.

Use case development / Workshop

Workshop's General errors panel no longer incorrectly reports interface-link type references as stale ordinary links. Previously, configuring an interface-link traversal could trigger a false warning because the ordinary-link validation service did not recognize interface-link identifiers.

Configure organization defaults

Administrators can now set default search scopes and a default model category through the AIP Analyst extension in Control Panel. Users starting a new analysis directly in AIP Analyst inherit defaults from their primary organization for settings they have not configured. They can override these defaults in Settings.

Organizations can also require watermarks on PDF exports.

Users receive their primary organization's settings by default, user defaults can be updated in the settings dialog.

Share workflow guidance through group skills

Administrators can now assign AIP skills to user groups from Control Panel. Assigned skills automatically appear in members’ Skills settings, making shared guidance available without each user having to add it individually.

Use group skills to share instructions for common workflows, recommended object types and relationships, or guidance for interpreting results. Administrators choose which skills are enabled by default, and users can toggle inherited skills on or off. AIP Analyst loads an enabled skill’s full instructions when relevant to a question.

Configure skills for a group in the Control Panel app.

Choose between Fast, Balanced, and Smart

AIP Analyst now offers three model categories: Fast, Balanced, and Smart. The models behind these categories are updated as newer, more capable models become available.

Choose your preferred default category in Settings > Models, or switch categories from the chat. You can also configure a specific model for each category. Custom overrides do not receive automatic model updates, so you may miss newer models until you restore the category’s default.

Workshop builders can also configure the models used for each category and choose the default category for their widget.

Select a Fast, Balanced, or Smart model depending on the task.

Keep conversations focused with compact view

Enable Compact view in Settings > General to collapse tool activity under concise status labels that update as AIP Analyst works. Your questions and the agent’s text responses remain visible. Expand the activity summaries whenever you want to inspect tool results.

You can also enable Hide thinking details to hide the model’s thinking content. Workshop builders can configure both options through Compact tool views and Hide thinking details.

Compact mode minimizes tool views, keeping focus on the summaries.

Your feedback matters

We want to hear about your experiences using AIP Analyst in the Palantir platform and welcome your feedback. Share your thoughts with Palantir Support channels or on our Developer Community using the aip-analyst tag.

The following models are now available in AIP through Fireworks for US georestricted commercial enrollments:

• Moonshot AI — Kimi K3
• Z.ai — GLM-5.3
• Z.ai — GLM-5.3 Flash
• DeepSeek — DeepSeek V4.1 Flash

Existing availability for non-georestricted (GLOBAL) commercial enrollments continues.

Getting started

To use these models:

• Confirm that your enrollment administrator has enabled the relevant model family.
• Review token costs and pricing.
• See the complete list of models available in AIP.

Your feedback matters

We want to hear about your experiences using language models in the Palantir platform and welcome your feedback. Share your thoughts with Palantir Support channels or on our Developer Community using the language-model-service tag.

We're excited to announce support for reading and writing Foundry Iceberg tables directly in Pipeline Builder's Faster pipelines. You can use Iceberg tables as inputs, perform custom logic and transforms, and output Iceberg tables. This new capability provides greater flexibility and performance when building data transformation pipelines.

A Faster pipeline with Iceberg inputs and an Iceberg output

What's new

Use Iceberg alongside existing Foundry datasets in Faster Pipelines. You can read datasets and write Iceberg outputs, or use Iceberg tables as inputs to downstream transformations.

Key Features

• Encrypted Iceberg table support: Read and write both encrypted and unencrypted Iceberg tables in both Spark and Faster pipelines.
• Overwrite or append to Iceberg outputs: Rebuild the table’s contents in a snapshot run, or append new results from an incremental run. Note that reading from incremental Iceberg inputs in Faster pipelines is not yet supported.
• Data quality expectation support: Apply data quality expectations to Iceberg outputs with checks that can fail the build before publishing invalid results, ensuring data integrity.

Iceberg support in Pipeline Builder can help improve performance and provide additional flexibility when optimizing existing workflows or building new ones.

Your feedback matters

We want to hear about your experiences using Iceberg in the Palantir platform and welcome your feedback. Share your thoughts with Palantir Support channels or on our Developer Community using the iceberg tag.

Features

AI Platform (AIP) / AIP Analyst

Several new features have been added to AIP Analyst. Admins can now configure default search scope and model settings along with a watermark on pdf exports. Admins can also configure skill groups, which allow assigning skills to groups, which users will inherit by default in analyst if they are a member of the group. Model categories allow users to quickly choose between fast, balanced and smart models depending on the task. By default this model list is curated by the analyst team and will be updated as new, more capable models are released. Finally, compact mode minimizes tool views and keeps the analysis focused on the result.

AI Platform (AIP) / Language Model Service

Fireworks models are now available for US georestricted commercial enrollments.

Data connectivity & integration / Pipeline Builder

We're excited to announce native support for reading and writing Foundry Iceberg tables directly in Pipeline Builder's Faster pipelines. This new capability gives you greater flexibility and performance when building data transformation pipelines.

Use case development / Custom Widgets

Custom widgets now support dedicated web workers, so widget developers can run JavaScript tasks in the background without blocking the main thread.

Features

AI Platform (AIP) / AI FDE

AI FDE now displays visual indicators when the agent is waiting for user input or background work to complete. A Waiting for... row appears at the bottom of the chat when the agent is not idle, prioritizing items that need user attention. For user input requests, such as clarification questions, the relevant chat row is highlighted, a scroll-to-item arrow points to the first off-screen action, and desktop notifications and browser tab badges alert you when the tab is unfocused. Additionally, sub-agent views show an attention icon when waiting for user input and a pause button when the sub-agent is completing background work.

AI Platform (AIP) / AI FDE

AI FDE now allows you to search for and add existing Workflow Lineage graphs as context items in a conversation. Once added, AI FDE can reference the resources contained in the Workflow Lineage graph when responding to prompts.

Data connectivity & integration / Data Connection

You can now publish webhooks as reusable functions for use in Workshop modules, TypeScript and Python functions, the Ontology SDK, function-backed actions, Machinery, and Automate. This makes it easier to connect your Foundry workflows to external systems without writing wrapper code.
Learn more about webhook functions in Foundry.

Developer toolchain / Ontology SDK

Users creating a Public Application can now select a Public React template when creating a code repository in Developer Console. When a compatible Ontology SDK is available, the template defaults to the latest application template. Additionally, the repository creation dialog hides the OAuth login page explanation when Public React is selected. The new template is also supported in Code Workspaces, projects, and tag/release workflows.

Enhancements

Data connectivity & integration / Code Repositories

The Pull requests tab in Code Repositories now displays a banner prompting you to open a pull request when you have recently committed to a branch that does not yet have one. The banner surfaces the most recent branch without an open pull request, making it easier to continue your workflow after committing changes locally or in a workspace.

Data connectivity & integration / Pipeline Builder

In Pipeline Builder, when users modify rows or schema of a resource-backed manually entered table within a Proposal, the table node now appears with the "modified" highlight in the Proposal Changes view. Previously, these changes were classified as connection-only changes and did not receive the modified highlight, making it harder to see edits to the table in a proposal diff.

Developer toolchain / Code Workspaces

The Pull requests tab in Code Workspaces now displays a banner prompting you to open a pull request when you have recently committed to a branch that does not yet have one. The banner surfaces the most recent branch without an open pull request, making it easier to continue your workflow after committing changes locally or in a workspace.

Developer toolchain / Code Workspaces

The SDK side panel in Code Workspaces now correctly displays the generate-version prompt when viewing a non-default branch that does not have its own generated SDK version. Previously, the panel could suppress this prompt if a fallback SDK from the default branch was present, making it appear as though the SDK was already up to date for the current branch.

Developer toolchain / Ontology SDK

Public Applications are now available by default in Developer Console.
Learn more about creating Public Applications served from a Foundry subdomain.

Developer toolchain / Ontology SDK

The Ontology SDK side panel in Developer Console now correctly displays the generate-version prompt when viewing a non-default branch that does not have its own generated SDK version. Previously, an SDK version inherited from the default branch was treated as synced, which suppressed the prompt. Branch-local SDK generation and completion polling remain unaffected.

Product delivery / Marketplace

Marketplace now labels the installation API name setting as Keep current API names on updates, enabled by default. When enabled, existing object type API names are preserved during installation updates. When disabled, API names are regenerated from the packaged source during updates, with the installation prefix included when configured to apply to API names. Existing installation settings and default behavior remain unchanged.

Use case development / Workshop

Workshop now displays a warning callout in widget configurations when an Ontology action definition changes and previously configured default parameter values can no longer be applied. The callout lists affected variables as clickable tags that open the variable in the Variables sidebar. A Click to remove stale default values button inside the callout removes only the stale parameter mappings without affecting valid configuration.

Use case development / Workshop

Workshop now displays diff indicators in the Layers panel when rebasing a module. Each page, section, widget, and overlay shows a visual marker indicating whether it was added, modified, or removed relative to the branch being rebased. These indicators help builders identify exactly which layout elements differ between main and their branch without switching to the JSON changelog.

Fixes

Analytics / Quiver

Card titles in Quiver now remain visible when the card width is small, ensuring titles are no longer truncated or hidden at narrower sizes.

Data connectivity & integration / Pipeline Builder

Pipeline Builder now highlights the Reusables button and its dropdown menu when there are unresolved conflicts for custom expressions, custom transform paths, or subgraphs during a rebase. Opening a reusable dialog with conflicts displays a Resolve button for each item that needs resolution. Previously, conflicting reusables were hidden in the rebase editor with no clear indication of where to resolve them.

Developer toolchain / VS Code Extension

The library panel in the Palantir extension for Visual Studio Code now accepts two-character package names, such as h2, when searching for Conda and PyPI packages. Previously, searches required at least three characters, which prevented valid short package names from returning results.

Model connectivity & development / Modeling

Descriptions for GPT-6 Sol and Luna now display in Model Catalog, and the models now appear in the correct positions ahead of their predecessors in model selectors, subject to model availability.

Ontology building / Ontology Management

Ontology Manager now correctly shows all eligible link types when implementing an interface that inherits a link constraint from a parent interface. Previously, if Interface B extended Interface A, and Interface A had a reciprocal link constraint with Interface C, the link selector would display the expected link options when implementing Interface A but not when implementing Interface B. Now, the link selector evaluates the full inheritance chain, so child and grandchild interfaces display the same link options as the parent interface they extend.

Ontology building / Workflow Lineage

Function nodes in Workflow Lineage now display the publish time of their latest version when using the Last modified color mode. The node annotation now matches the timestamp shown in the function details side panel.

Anthropic’s Claude Opus 5.5 is now available in AIP for eligible commercial enrollments and US government enrollments at IL2 and IL4.

Model overview

Claude Opus 5.5 is designed for long-running coding, agentic workflows, and knowledge work. For more information, review Anthropic’s model documentation and model announcement .

Availability

Claude Opus 5.5 is available for eligible commercial enrollments that enable Claude through:

• Anthropic direct
• Google Vertex AI
• AWS Bedrock
• Microsoft Azure

The model is also available on IL2 and IL4 US government enrollments with Claude through Google Vertex AI enabled.

Getting started

To use this model:

• Confirm that your enrollment administrator has enabled the relevant model family.
• Review token costs and pricing.
• See the complete list of models available in AIP.

Your feedback matters

We want to hear about your experiences using language models in the Palantir platform and welcome your feedback. Share your thoughts with Palantir Support channels or on our Developer Community using the language-model-service tag .

Moonshot AI’s Kimi K3 is now available in AIP through AWS Bedrock for US georestricted and non-georestricted commercial enrollments. For more information, review the Kimi K3 model documentation.

Getting started

To use this model:

• Confirm that your enrollment administrator has enabled the Moonshot AI | Bedrock model family.
• Review token costs and pricing.
• See the complete list of models available in AIP.

Your feedback matters

We want to hear about your experiences using language models in the Palantir platform and welcome your feedback. Share your thoughts with Palantir Support channels or on our Developer Community using the language-model-service tag.

The @osdk/react-components package, available now in beta as an npm package, provides pre-built, Ontology-aware React components for common application patterns, including tables, filters, action forms, and document and media viewers. Built on @osdk/react, these components handle data loading, caching, and state management automatically, and you can combine them with your own React components and lower-level OSDK hooks when you need custom behavior.

The OSDK React Components Storybook, with interactive examples of components available in @osdk/react-components.

Build common workflows with pre-built components

The library includes components for common Foundry application workflows:

• Render Ontology objects in a sortable and paginated table with ObjectTable.
• Build filters backed by object set aggregations with FilterList.
• Generate forms that apply Ontology actions with ActionForm.
• View PDFs, documents, spreadsheets, email, images, video, and other media with the available viewer components.

For example, you can render an OSDK object type in a table:

import { ObjectTable } from "@osdk/react-components/object-table";
import { Employee } from "@your-osdk-package";

function EmployeeDirectory() {
  return <ObjectTable objectType={Employee} />;
}

Customize components for your application

Components support theming through CSS custom properties and CSS layers, so you can adapt them to your application's design system. Exported base components, building blocks, and hooks let you build custom layouts or swap out individual parts while keeping the underlying functionality.

@osdk/react-components is under active development. Not all components are available in every release, and APIs may change. Use the latest beta version for the most up-to-date features and fixes.

Install the package and follow the OSDK React components setup guide for provider configuration and CSS setup. Explore the OSDK React components Storybook for interactive examples and API documentation.

Share your feedback

We want to hear about your experience using REACT components in OSDK. Share your thoughts with Palantir Support channels or on our Developer Community using the osdk-react tag.

VS Code workspaces now supports the full functions development lifecycle, from authoring through publishing.

When creating a new VS Code workspace, choose to use a TypeScript Functions, TypeScript Functions V2, or Python Functions template, or select Edit in VS Code from the top right corner in an existing Code Repositories environment. In a VS Code workspace, you have access to a dedicated development container, faster OSDK generation, a fully functional terminal (including Codex support), and immediate visibility into AI FDE's changes as it edits your repository.

The dedicated container behind VS Code workspaces gives you full terminal capabilities, so you can run CLI commands as you would on your personal machine. It also reduces latency in language server diagnostics and functions live preview startup.

Navigating the functions experience in VS Code, you will find familiar panels embedded into the IDE, including the Resources, Function preview, and Libraries panels. File and keyword search run natively in VS Code, and the source control panel offers familiar Git-based workflows.

Share your feedback

We want to hear about your experiences working with functions in the platform. Share your thoughts with Palantir Support channels or our Developer Community using the functions tag.

Applications

Ontology building / Vulcan

Vulcan is a 3D visualization application that renders engineering geometry directly from Ontology data. Mesh models (GLB, GLTF, STL, OBJ, PLY, and 3MF), 2D engineering drawings (DXF), and point clouds (LAS and LAZ) can be loaded without conversion, and a single scene can contain all the models needed for a workflow. Vulcan is available across all enrollments starting the week of September 28.

Ontology building / Workflow Lineage

Global log search is now generally available on all cloud enrollments, allowing you to search logs across multiple resources in Workflow Lineage.

Features

AI Platform (AIP) / Language Model Service

Claude Opus 5.5 is now available in AIP.

AI Platform (AIP) / Language Model Service

Kimi K3 is now available in AIP through AWS Bedrock.

Developer toolchain / Developer Console

The @osdk/react-components package, available now in beta as an npm package, provides pre-built, Ontology-aware React components for common application patterns, including tables, filters, action forms, and document and media viewers. Built on @osdk/react, these components handle data loading, caching, and state management automatically, and you can combine them with your own React components and lower-level OSDK hooks when you need custom behavior.

Product delivery / DevOps

Marketplace now surfaces input overrides in an installation draft, showing where a manually provided input diverges from or unnecessarily duplicates the value the installation would resolve on its own. In the Inputs tab, an unnecessary input overrides warning will appear when these can be cleaned up. To learn more about input overrides, refer to the documentation.

Enhancements

Developer toolchain / VS Code Extension

VS Code workspaces now supports the full functions development lifecycle, from authoring through publishing. When creating a new VS Code workspace, choose to use a TypeScript Functions, TypeScript Functions V2, or Python Functions template, or select Edit in VS Code from the top right corner in an existing Code Repositories environment. In a VS Code workspace, you have access to a dedicated development container, faster OSDK generation, a fully functional terminal (including Codex support), and immediate visibility into AI FDE's changes as it edits your repository.

Features

Data connectivity & integration / Data Lineage

Data Lineage now displays a badge on dataset nodes that have a projection defined. This makes it possible to identify which datasets in your lineage graph have projections without needing to open each dataset individually. Projection badges are loaded in batches and refresh periodically to stay up to date.

Model connectivity & development / Modeling

Pipeline Builder now supports the trained model node in streaming mode. You can now use model assets in both batch and streaming pipelines, enabling a wider range of inference use cases.

Security & governance / Multipass

Administrators can now configure Checkpoints rules for group manager additions and removals. When a matching rule is configured, users saving changes to group administrators or owners will see a Checkpoints approval dialog before the change takes effect. Previously, these permission changes were applied immediately without a checkpoint prompt.

Additionally, the "Group membership expiration configuration" and "Per-member expiry" checkpoint types are now available in the Checkpoints configuration UI for all users.

Enhancements

AI Platform (AIP) / AI FDE

AI FDE now offers an Extra High reasoning effort option for Grok models that advertise support for it, such as Grok 4.6 and 4.7. When a model's default reasoning effort is Extra High, AI FDE honors that default automatically. Models that do not support Extra High do not display the option.

Data connectivity & integration / Peer Manager

Peer Manager now persists Jobs page filter selections as individual URL query parameters, such as jobStatuses=success. Reloading or sharing the URL restores all configured filters, and navigating back or forward in your browser respects filter changes. Searching by a peering job's ID remains independent of filters, so clearing or resetting filters preserves any entered Job ID.

Data connectivity & integration / Pipeline Builder

Pipeline Builder now sorts recently accessed branches to the top of the branch picker and displays a recency indicator next to each one. Previously, branches were sorted alphabetically, which required searching for frequently used branches each time.

Pipeline Builder now displays an updated tooltip for the "Replay from offset" option that more accurately describes the replay behavior. The tooltip clarifies that if no transaction exists after the specified time, replay begins at that time; otherwise, replay begins at the most recent transaction before that time. The accompanying examples have also been updated to demonstrate this behavior.

Fixes

Product delivery / DevOps

The Add schedules dialog and Build settings view in DevOps now correctly display existing schedules for table outputs. DevOps now identifies the resource type and retrieves schedules accordingly, ensuring that schedule coverage and build messaging accurately reflect table output schedules.

Use case development / Workshop

Workshop's Vega chart widget now allows users to select a Structs variable in the Input dropdown menu.