Highlights

Admin Manager

• Enabled an Email domain allowlist for the addition of new SnapLogic users

AgentCreator

• Support for structured output

• New Snaps with support for tools: Multi-Pipeline Function Generator, OpenAPI Function Generator, APIM Function Generator

• Prompt Composer support for Advanced Prompt modes

APIM 3.0 Beta

• The next evolution of APIM makes it easier to manage and secure native tasks and external endpoints in a Service-based architecture.

Patterns Library

• UX redesign: Improved user experience and search capabilities

Snaps

• Athena Bulk Upsert Snap

• Amazon S3 Poller Snap

• Google Cloud PubSub Snap Pack

• OPC UA Snap Pack

• Salesforce JWT OAuth2 Account

• Syndigo Snap Pack

• Snap color updates to enhance accessibility

SnapGPT

• Smarter responses

• New skills include creating a pipeline from an image and helping to modify a pipeline

Upgrading to the Quarterly Release

Platform Updates

Dot Releases: Snaps

Admin Manager

Features

• Enables Environment admins to restrict user creation to approved email domains. This enhances security, complements SSO, and ensures compliance with company policies. Learn more.

  Open

  

Enhancements

• Users can now filter the Node Crash events in the Activity log using the Snaplex category.

  Open

  

AgentCreator

New

• Added the following Snaps to the LLM Utilities Snap Pack:

  • Multi Pipeline Function Generator: Transforms Pipeline properties and parameters (such as pipeline name, purpose, and OpenAPI parameters) into function definitions.

  • OpenAPI Function Generator: Converts an OpenAPI specification into functions for tool calling.

  • APIM Function Generator: Enables you to integrate your tool calling APIs on the APIM DeveloperHub within your Agents.

• Azure OpenAI Upload File: Uploads files to OpenAI storage based on the specified purpose of the file.

Enhancements

• The Amazon Bedrock Converse API Tool Calling, Azure OpenAI Tool Calling, Google Gemini API Tool Calling, and OpenAI Tool Calling Snaps now support the OpenAPI tool type.

  • Support for json_schema-based parameters.

  • Automatic renaming of duplicate tools, with warning messages.

  • Improved handling of passing through of sl_tool_metadata when the corresponding tools are called.

  • Enhanced support for resolved_url and header parameters in API calls from OpenAPI or APIM-based Function Generators.

• LLM reasoning support added to the following:

  • OpenAI Tool Calling

  • OpenAI Chat Completions

  • Amazon Bedrock Converse API Snap

  • Amazon Bedrock Converse Tool Calling

• Enhanced the OpenAI Chat Completions and Google Gemini Generate Snaps to support structured output. This enhancement enables models to reliably produce responses that strictly follow a user-defined JSON Schema, ensuring consistency and simplifying downstream parsing and validation.

Prompt Composer Enhancements

• Support in Prompt Generator Snaps for leveraging the Advanced Prompt Mode and in LLM-calling Snaps with Simplified and JSON response modes.

• Improved error messages in the console. You can now troubleshoot pipeline issues more easily based on clear messaging.

Fixed Issues

• Fixed an issue with the handling of input documents without an original input in Amazon Bedrock, Azure OpenAI, Google GenAI, and OpenAI Prompt Generator Snaps. Previously, when an input document included a messages array but did not include an original field (or had an original that wasn't a valid map), these Snaps displayed a confusing error message. Now, if the original field is missing or invalid, the Snaps process the core document as the original instead of showing an error. This prevents unnecessary failures and ensures seamless processing without including the original in the output.

API Management 3.0 Beta

The Beta version of API Management (APIM) 3.0 is the next generation of APIM. It supports a Service-based architecture for building a composable system with modular, interoperable, and reusable components. Services bundle Triggered Tasks, Ultra Tasks, and external APIs with Policies that provide security and governance.

The customizable DeveloperHub portal site exposes published Services to internal and external consumers. You can enhance the site with images and multimedia and provide all the documentation necessary to ensure the appropriate and correct use of Services.

APIM 3.0 is available on request. Contact your CSM. Learn more.

The APIM 3.0 workflow includes:

• Creating Services from scratch or from an OpenAPI specification:

  Open

  

• Real-time linting, which ensures valid configuration:

  Open

  

• Build Policies that contain rules for validation, authentication, and transformation:

  Open

  

• Full lifecycle support for testing and publishing:

  Open

  

• Fully customizable DeveloperHub portal site to publish Services for internal and external consumers.

Known issues

ServiceManager

• When migrating API assets across Orgs, files within a service version are not transferred.
  Workaround: Upload the files at the project level before migrating them to a different Org.

• Outbound TLS rules do not execute when public and private key files are stored in shared folders.
  Workaround: Store the key files in the same folder and update the configuration rule.

• When migrating API assets from one Org to another, file and account references used in Outbound OAuth and Outbound TLS rules are not updated with the destination Org.
  Workaround: After migrating the assets, manually update all the references in the associated rules to the right resources in the destination Org.

• JSON syntax highlight does not work for the Code component.
  Workaround: None.

• You cannot move a task inside a Service version if they both exist in the same project.
  Workaround:

  1. Copy the task inside the Service Manager and delete the other task.

  2. Or, move the task to a different project (like shared) and then move it to the Service version.

DeveloperHub

• The format of a page does not render as expected in the preview mode. However, the published page format renders correctly as designed in the Edit mode.

• Using the resize tooltip for a content object in a section is overtly sensitive resulting in above-normal resizing.
  Workaround: Manually resize the section using the Edit Section button and filling in the number of rows.

API Management

Fixed Issues

• Fixed an issue where the specification file created after publishing an API had an empty context.

Documentation Enhancements

Trending topics

Redesigned the Trending topics section on the home page of the new documentation portal for better usability.

Open

Enhanced navigation

A redesign of the documentation portal navigation menu to surface important information at a higher level. Blue category headers organize information by work goals and products to make it easier to quickly locate content.

Open

Designer

Behavior Change

• SnapLogic Designer now displays validation data in the Data Preview page when you validate a pipeline and only have read and execute permission to a project. Previously, you needed full permission to the project to view the validation data.

Dashboard

Behavior Change

• Monitor is now the primary and default app for viewing execution and infrastructure statistics. New features and enhancements that support observability are only available in Monitor. Watch the video for more details:
  
  

  Open

  

   

• Until August 2025, you can still access the Dashboard from the waffle menu Classic Dashboard link. Refer to the Monitor section for a list of recent Monitor enhancements.
  
  

  Open

  

Monitor

Enhancements

• To make it easier to find and act on executions with issues or with specific performance characteristics, the Asset catalog surfaces operational metrics:

  • The Tasks and Pipeline tabs includes the following fields: total, stopped, successful, and failed executions; the failure percentage rate, average duration, and the average docs processed.

  • The displayed information includes 30-day aggregate data.

  • The new operational metric fields support filtering by minimum and maximum value.

  • Search supports the new operational metric fields.

Patterns Library

UX Redesign

You can now find the right pattern faster with the following benefits:

• Fewer clicks to open and use a pattern

• More control when browsing or narrowing results

Open

Improved UX

• Clearer headings and metadata

• Standardized tag styles (for example, App Integration and Data Transformation)

• Shorter, more scannable descriptions with consistent truncation

More efficient workflow

• The Use Pattern button now opens pipeline directly in a new tab.

• No need to find the pattern manually in your project folder.

• After download, the pattern pipeline opens on the Designer canvas in a new browser tab. Previously, the pipeline was saved to your project and needed to be manually opened from the folder.

Search enhancements

• New dropdown menus for Endpoint and Use Case

  • Sort by name or last modified date

  • Quick-access category filters like AgentCreator

Pipelines and Tasks

• You can set Blackout Dates in repeated Scheduled Tasks for time periods when you do not want the task to run. The blackout period can be defined with a specific start/end date and time. This feature is available with the May Snaplex version and Orgs with Snaplex-based Scheduling. Contact your CSM for details. Learn more.

  Open

  

Snaps

New

• Google Cloud PubSub Snap Pack: This Snap Pack enables asynchronous communication between independent applications or services using the Publisher and Subscriber Snaps.

  • PubSub Acknowledge: Acknowledges the messages with Message IDs read by a PubSub Subscriber Snap used in the upstream Snap.

  • PubSub Publisher: Publishes messages from the input into the Google PubSub for the given topic name

  • PubSub Subscriber: Subscribes or pulls messages from Google PubSub topic using the subscription name.

• OPC UA Snap Pack: This Snap Pack enables secure, real-time connectivity with industrial systems using the OPC UA protocol.

  • OPC UA Read: Reads data values from specified nodes in an OPC UA server.

  • OPC UA Browse: Allows browsing the node hierarchy of a connected OPC UA server.

  • OPC UA Write: Writes data values to nodes in an OPC UA server.

  • OPC UA Subscribe: Subscribes to data changes on specified nodes in an OPC UA server.

• Syndigo Snap Pack: This Snap Pack enables easy integration with Syndigo’s Product Information Management (PIM) and Master Data Management (MDM) interfaces.

  • Syndigo Read: Reads (retrieves) content records from the Syndigo in their default RSJSON format or the simplified JSON format.

  • RSJSON Parser: Transforms the product information stored in RSJSON format to simplified JSON format for easier consumption by external systems.

• Added the Athena Bulk Upsert Snap to the Amazon Athena Snap Pack that enables you to update or insert input data into an ICEBERG table and delete rows that match the specified condition.

• Added S3 Poller Snap to the Amazon S3 Snap pack. This Snap enables you to poll the target directory and find file names matching the specified pattern.

• Added Salesforce JWT OAuth2 Account to the Salesforce Snap Pack, enabling a secure and efficient server-to-server authentication.

Enhancements

• Amazon Athena:

  • Enhanced the Athena Bulk Load and Athena Select Snaps to support Iceberg tables in the Amazon Athena database.

  • Enhanced the Athena Select Snap to return precise and structured table metadata in the second output view.

• Amazon S3:

  • Enhanced the Amazon S3 Account with the S3 endpoint field to support connecting to the MinIO server.

• Amazon SQS:

  • Enhanced the SQS Acknowledge Snap to support automatic security token refresh on encountering a 403 AmazonSQSException when using an IAM role. This ensures continued execution after token renewal.

• API Suite:

  • Enhanced the HTTP Client Snap to support uploading of a multipart file from external file systems. Learn more.

  • Updated the minimum output view in the HTTP Client Snap from 1 to 0 (closed) to enable the processing of Ultra tasks.

  • Added support for default character encoding to UTF-8 when constructing the response in the HTTP Client Snap.

  • Updated all HTTP method libraries from HTTP Client v4 to v5.4. As a result, the output in the HTTP Client Snap has changed:

    • Special characters, if present, are now encoded by the Snap.

    • By default, space characters are percent-encoded as %20.

  • Enhanced the GraphQL Client Snap with retry functionality. The Snap now automatically fetches the header and retries after a 429 response. This reduces the number of pipeline failures and optimizes the API rate limits on the GraphQL server side.

• Binary:

  • Enhanced the Binary Snaps to support Azure Data Lake Gen2 OAuth2 Account using ABFS (Azure Blob File System) and ABFSS (Azure Blob File System Secure) protocols.

  • Enhanced the Private key and Public key fields in the Private key Account to support expressions.

• Databricks:

  • Enhanced the Databricks Account to support M2M authentication, allowing secure connections using a Client ID and Client secret. Databricks announced end of life for basic authorization as of July 10, 2024.

• Flow:

  • Enhanced the performance of the Pipeloop Snap with the Pre-spawned pipelines and Parallel executions that optimize pipeline initialization and improve execution throughput. This feature is useful in scenarios where child pipelines are large or involve time-consuming steps, such as opening multiple account connections or loading complex Snaps. Learn more.

• Tableau:

  • The Hyper API Version of the Tableau Snap Pack has been updated to the latest version 0.0.20746, which ensures compatibility with current features and improvements and continues support for Tableau's evolving API capabilities.

    • New Certified Hyper API version: 0.0.20746 (November 2024)

• Microsoft Dynamics 365 for Sales:

  • Added support for password-based OAuth2 authentication. We recommend you choose password in the Grant type field only if your organization chooses to authenticate users on an on-premise Dynamics 365 for Sales instance through this MFA-incompatible mode.

• Workday Prism Analytics:

  • Added support for Workday Prism API v3, which introduces minor endpoint and payload changes and continues the use of SQL-style tables. This ensures continued compatibility as Workday phases out legacy Base Data Sets and adopts tables.

  • Improved the version handling of APIs in the Workday Prism Analytics Bulk Load Snap, allowing for integer-based version comparisons. This enables better forward compatibility with future API versions.

• Upgraded the Apache POI library to v5.4.1 for Transform and PDF Snap Packs to address security vulnerabilities.

Behavior change

• MongoDB:

  • Previously, when you used the Write command in the MongoDB Execute Snap, the Snap was executed at the Primary node by default, regardless of the Read preference configuration. With the main31019 Snap Pack version, when you use the Write command in the MongoDB Execute Snap, it does not execute the command and displays an error depending on the Read preference set in the account. When the Read preference is:

    • Secondary: It always displays an error.

    • Secondary preferred: It most likely displays an error.

    • Nearest: It might error out depending on the network latency between the client and the MongoDB server.

    • Primary preferred and Primary: Has lower chances of error.

• Workday Prism Analytics:

  • Previously, the Workday Prism Analytics Bulk Load Snap relied on string-based version extraction from the configured API URL. This has been replaced with numeric version extraction, enabling integer-based comparisons for behavior branching across API versions. This change ensures better forward compatibility with future versions of the Prism API, reducing the possibility of future Snap failures when new versions are released (as long as endpoint structures remain stable). Now, the Snap correctly handles tables in both v2 and v3. This avoids the need to manually convert Base Data Sets to tables later, aligning the Snap with Workday’s shift away from legacy data models.

Fixed Issues

• Fixed an issue with the Mongo DB Execute Snap where the queries did not get executed on secondary nodes when the Read preference was set to Secondary preferred or Secondary.

Known Issues

• Binary:

  • Private and public keys provided as Pipeline properties cannot be accessed as expression variables in the respective settings of the Private Key Account. However, they can still be accessed as Pipeline properties if they are passed to the pipeline by a parent pipeline's Pipeline Execute Snap.

Snap color updates to enhance accessibility

We made visual updates for Snaps to improve the UX for all users, including those with color vision differences:

• Stronger visual indicators: Added border outlines as a secondary encoding to convey status—so color is not the only signal.

• Improved contrast: Updated all system colors to meet accessibility standards and improve readability across the UI. Learn more.

Individual Snap colors

Read and Flow Snap Pack colors are distinct from each other.

Open

Distinct Snap border outlines for various states to improve usability and accessibility

Solid Blue border outline for Snap in selected state.

Open

Solid Green border outline for pipelines that are validated and executed.

Open

Dashed Red border outline for pipelines that failed.

Open

Background colors

Validate and Execute background colors for pipelines are distinct. The background for validated is light green, and the background for executed is dark green.

Open

Open

Failed background colors for pipelines are distinct. The background for failed validation is light pink, and the background for failed execution is dark pink.

Open

Open

Started pipeline

Open

Suspended pipeline

Open

SnapGPT

New Features

• Pipeline refinement beta: SnapGPT can modify an existing pipeline. For example, you can ask it to:

  • Rename Snaps

  • Add Snaps for specific conditions, such as a Router Snap.

• Conversational understanding: SnapGPT now understands both your request and the context of what’s already on the canvas. You can use natural language to ask for changes without needing to describe the pipeline in detail.

• Upload image to create a pipeline:

  1. Create a diagram illustrating the data flow

  2. Save the image in .jpg, .jpeg, or .png format. The file must be 750KB or less.

  3. In the SnapGPT prompt, click the image icon or drag the image to upload:

     Open

     

Open

Enhancements

• New announcement banner: A banner now appears at the top of the SnapGPT panel to highlight new features, tips, and improvements.

• New three-dot menu: Quickly access the SnapGPT Home, Settings, and prompt ideas from the new three-dot menu in the top-right corner.

Open

Public APIs

• Enhanced the public APIs for creating and adding users to the Org to validate the users with the email domain allowlist. Learn more.