Shuffle

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1. v2.3.1-rc1 Prerelease Oct 20, 2026 · issue 115

   Shuffle v2.3.1-rc1 adds graceful worker stop for AI Agent actions in hybrid deployments.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.3.1-rc1 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.3.1-rc1

   • Improves app name resolution and workflow execution validation when the executor is an AI Agent.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠

   1 detail in Everything

2. v2.3.0 Sep 28, 2026 · issue 089

   Shuffle v2.3.0 brings on-prem/hybrid AI Agents, air-gapped app builds, and automatic stuck-execution reruns via Orborus.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.3.0 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.3.0

   └──▷ USE IT
   Point a self-hosted Shuffle deployment at a private container registry so all app builds pull from your internal mirror instead of Docker Hub.
   .env copy

   SHUFFLE_BASE_IMAGE_REGISTRY=registry.internal.corp
   SHUFFLE_BASE_IMAGE_NAME=shuffle/shuffle-app-sdk

   • Adds SHUFFLE_BASE_IMAGE_REGISTRY and SHUFFLE_BASE_IMAGE_NAME config settings for consistent custom/private registry behavior across all deployment types.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
   • Enables AI Agents to run in on-premises and hybrid setups, picking the correct backend address and tool timeouts, recovering late-arriving results, and using local AI credentials or Shuffle AI synced from the cloud.
   • Adds automatic rerun system within Orborus to detect and restart stuck workflow executions, reducing the need for manual intervention.
   • Supports a custom App SDK image for building apps in disconnected or air-gapped environments on self-hosted installations.
   • Improves live workflow update streaming, including AI-generated edits, with more reliable change history and reconnection handling, and reduces background polling when only one person is viewing a workflow.

   +2 more show less

   • Includes Shuffle Security in both the Docker Compose configuration and Kubernetes Helm chart for easier self-hosted deployment.
   • Refines AI Agent and MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. action app/tool name matching by searching workflows to find the correct action, with added execution and permission checks on agent-initiated runs.
   • Adds SHUFFLE_BASE_IMAGE_REGISTRY and SHUFFLE_BASE_IMAGE_NAME config settings for consistent custom/private registry behavior across all deployment types.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
   • Adds automatic rerun system within Orborus to detect and restart stuck workflow executions, reducing the need for manual intervention.
   • Supports a custom App SDK image for building apps in disconnected or air-gapped environments on self-hosted installations.
   • Includes Shuffle Security in both the Docker Compose configuration and Kubernetes Helm chart for easier self-hosted deployment.

   3 more in Everything

3. v2.3.0-rc2 Prerelease Sep 23, 2026 · issue 083

   Shuffle v2.3.0-rc2 adds graceful worker stop for AI Agent actions in hybrid deployments.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.3.0-rc2 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.3.0-rc2

4. v2.2.2-rc1 Prerelease May 27, 2026 · release notes

   Shuffle v2.2.2-rc1 adds per-app proxy passing without affecting workers.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.2.2-rc1 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.2.2-rc1

   • Adds a proxy passing option that forwards proxies to apps independently of workers.

   1 detail in Everything

5. nightly-12052026 Prerelease May 12, 2026 · release notes

   Shuffle nightly adds queue management changes for on-premises deployments.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch nightly-12052026 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout nightly-12052026

6. v2.2.1 May 12, 2026 · release notes

   Shuffle v2.2.1 adds Azure DevOps workflow sync, Orborus standalone agent mode, and Helm debug support.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.2.1 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.2.1

   └──▷ HOW TO FIND IT
   List all workflows in a connected Azure DevOps repository and selectively import or re-sync individual ones — useful when managing a large library of shared workflows across teams.
   📍In the Shuffle UI, go to Workflows › Import, enable the Sync: list workflows before importing toggle, then use the List & Sync modal to review remote workflows by Name and Last Updated, and click Import or Sync on each row.
   Enable debug logging for the Orborus component in a Kubernetes deployment to troubleshoot agent connectivity issues.
   yaml copy

   orborus:
     debug: true

   • New Sync mode in the workflow import dialog lets users list all remote workflows from Azure DevOps (or other repos) in a table before importing — with per-workflow Import or Sync action buttons.
   • Orborus can now operate as a standalone local compliance and response agent, independent of a central backend.
   • Helm chart gains a *.debug boolean value for each component (backend, orborus, worker, app) to enable debug mode via the DEBUG: "true" environment variable.
   • Licensing metric changed from workflow runs to app runs, with a 25k app-run default limit; open-source users are throttled (not hard-blocked) at 1 workflow execution per minute when the limit is exceeded, resetting on the 1st of each month.

   4 details in Everything

   └──▷ BREAKING ON UPGRADE

   • !Orborus source code has been removed from this monorepo and moved to its own repository at github.com/shuffle/orborus; any pipelines or references pointing to the Orborus source inside this repo will break.
7. v2.2.1-nightly-1775748107 Prerelease Apr 9, 2026 · release notes

   Helm chart gains values to enable Shuffle debug mode per component.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.2.1-nightly-1775748107 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.2.1-nightly-1775748107

8. v2.2.1-nightly-1774453486 Prerelease Mar 25, 2026 · release notes

   Shuffle adds Azure DevOps sync integration for workflow automation.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch v2.2.1-nightly-1774453486 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout v2.2.1-nightly-1774453486

9. nightly-1771869385 Prerelease Feb 23, 2026 · release notes

   Shuffle adds AI Agent App support in hybrid mode, on-prem MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. action execution, and Helm-based Kubernetes worker/app deployments.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch nightly-1771869385 https://github.com/Shuffle/Shuffle.git
   # already have the repo? check out this version:
   $ git checkout nightly-1771869385

   • Enables AI Agent App support in hybrid mode so on-prem workers can leverage cloud-side AI agent apps.
   • Adds runMCPAction support on-prem, enabling Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. action execution in self-hosted deployments.
   • Supports deploying Shuffle worker and app containers via Helm charts for Kubernetes environments.

   3 details in Everything

10. v2.2.0 Feb 10, 2026 · release notes

    Shuffle v2.2.0 adds an AI-agent Security Bundle, MCP-serverMCP-serverA process that exposes tools, resources, and prompts over Anthropic's Model Context Protocol, letting an AI agent call external APIs or local services through a standardised interface. app execution, and a fully rebuilt workflow builder UI.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.2.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.2.0

    └──▷ HOW TO FIND IT
    Download a pre-built workflow from a GitHub repository directly into Shuffle, avoiding manual import steps.
    📍In the Shuffle console, open the Workflows page, click Download from Git, enter your GitHub or Azure DevOps repository URL, and select the workflow file to import.
    Validate that an app's saved authentication credentials are working before deploying a workflow that depends on them.
    📍In the Shuffle console, go to Apps, select the target app, open its authentication entry, and click Auth Validation to run the validation action.
    • Introduces the Security Bundle (Public Beta): a security automation layer with multi-source incident triage (Email, SIEMSIEMSecurity information and event management, collecting logs from many systems and correlating events to find suspicious activity. Analysts use it to investigate alerts and incidents., EDREDREndpoint detection and response, monitoring computers for suspicious behavior and providing investigation and response controls, such as isolating a device., Cloud), threat intel integration across 100+ platforms, and granular human-in-the-loophuman-in-the-loopHuman in the loop, involving a person in an otherwise automated workflow. The person can review, approve, correct or supply information before work continues. AI Agent permission controls.
    • Every Shuffle app is now an MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. server via Singul integration, enabling agent-based orchestration with Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. and Agent-to-AgentAgent-to-AgentAgent2Agent, an open protocol started by Google for AI agents from different vendors to discover each other, delegate tasks and exchange results. It complements MCP, which connects an agent to tools. (A2AA2AAgent2Agent, an open protocol started by Google for AI agents from different vendors to discover each other, delegate tasks and exchange results. It complements MCP, which connects an agent to tools.) compatibility for multi-agent workflows.
    • Adds intent-based self-correction to AI Agents via a new reasoning field on action validation, giving agents transparent decision paths and automatic error recovery.
    • Supports downloading workflows directly from GitHub and Azure DevOps repositories.
    • Adds authentication validation action on the Apps page to verify credentials before use in workflows.

    +16 more show less

    • Adds Datastore Correlations for cross-entity relationship mapping to surface security insights across datastores.
    • Introduces a Data Pipeline System for log ingestion at scale with real-time Sigma rule execution.
    • Adds Datastore Security Rules for access control policies governing datastore operations.
    • New workflow builder UI supports multi-select node dragging and copy (cmd/ctrl+C), paste (cmd/ctrl+V), and delete (backspace) operations on one or multiple nodes simultaneously.
    • New Code Snippet Manager lets users save and restore code in the workflow code editor.
    • Adds node-level iterative testing with real data from previous runs directly in the workflow builder.
    • Adds real-time JSON validation with syntax highlighting and auto-formatting for structured data inputs in the workflow editor.
    • Adds sub-variable path detection and autocomplete for nested workflow variables.
    • Workflow builder now supports horizontal left-to-right layout with dynamic node labels based on placement.
    • New keyboard shortcuts: open debugger (cmd/ctrl+'), run workflow (cmd/ctrl+/), and a Fit to screen button in the bottom toolbar to re-center the canvas.
    • Adds an Agent Testing Framework for comprehensive automated testing of AI Agent workflows.
    • Extends /api/v1/workflows endpoint with Security Bundle metadata handling.
    • Adds authentication injection for agent LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. runs.
    • Adds runMCPAction support for hybrid agent execution modes across cloud, on-prem, and hybrid environments via Orborus Runtime Locations.
    • Adds user auto-provisioning improvements.
    • Adds a Sync URL structure for workflow synchronization across environments.

    21 details in Everything

11. nightly-1770615681 Prerelease Feb 9, 2026 · release notes

    Shuffle nightly adds multi-region cloud sync support and smarter Kubernetes worker deployment checks.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-1770615681 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-1770615681

    • Adds multi-region support for cloud sync, enabling distributed deployments across geographic regions.
    • Checks for existing worker deployments in Kubernetes before deploying, preventing duplicate rollouts.

    2 details in Everything

12. v2.1.3 Dec 19, 2025 · release notes

    Shuffle v2.1.3 adds Helm-based k8s deployment, auto-enrichment for datastore keys, vendor-neutral AI support, and air-gapped licensing.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.1.3 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.1.3

    • Adds auto-enrichment for datastore keys, reducing manual lookup steps in workflows.
    • Introduces vendor-neutral AI environment variable support and enables AI-powered documentation query answers.
    • Supports static workflow IDs for more predictable multi-tenant and automation pipeline configurations.
    • Adds multi-tenant child org workflow execution statistics for better visibility across org hierarchies.
    • Defaults Kubernetes deployments to Helm charts, streamlining k8s rollout and configuration.

    +9 more show less

    • Enables secret deployment via Kubernetes for more secure credential management in k8s environments.
    • Defaults app replicas to 3 for improved out-of-the-box scalability.
    • Adds configurable k8s resource limits (CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware./memory) for app and worker containers via Helm.
    • Supports tmp volume mounting for apps in k8s deployments.
    • Adds explicit app protocol specification for worker and app services in k8s.
    • Introduces new licensing features and air-gapped subscription compliance support.
    • Adds cloud-only billing display options and improved cloud UI sync for subscription data.
    • Supports flexible subflow streaming and ordering modifications for schedule/deletion logic.
    • Major OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions./Elasticsearch refactor for v8 compatibility with enhanced health checks.

    14 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The SHUFFFLE_SWARM_CONFIG environment variable is removed from Orborus in k8s deployments.
13. nightly-31102025 Prerelease Oct 31, 2025 · release notes

    Shuffle nightly adds Kubernetes tmp volume mounts for apps and explicit app protocol specification for worker/app services.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-31102025 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-31102025

    • Supports mounting a tmp volume to apps in Kubernetes deployments.
    • Enables specifying the app protocol for worker and app services in Kubernetes.
    • Adds more licensing features.

    3 details in Everything

14. nightly-30102025 Prerelease Oct 30, 2025 · release notes

    Shuffle nightly adds Kubernetes tmp volume mounts, app protocol specification, and expanded licensing features.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-30102025 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-30102025

    • Supports mounting a tmp volume to apps in Kubernetes deployments.
    • Enables explicit app protocol specification for worker and app services in Kubernetes.
    • Adds expanded licensing features.

    3 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !App replicas now default to 3 in Kubernetes deployments, which may increase resource consumption on upgrade if replica count was previously unset.
15. 2.1.1-rc1-09102025 Prerelease Oct 9, 2025 · release notes

    Shuffle 2.1.1-rc1 adds configurable Kubernetes resource limits for workers and cloud subscription sync.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 2.1.1-rc1-09102025 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 2.1.1-rc1-09102025

    └──▷ USE IT
    Set CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware. and memory resource limits on Shuffle workers in Kubernetes to prevent noisy-neighbour issues in shared clusters.
    yaml copy

    # In your Helm values file:
    worker:
      resources:
        requests:
          cpu: "250m"
          memory: "256Mi"
        limits:
          cpu: "1000m"
          memory: "512Mi"

    • Adds option to set Kubernetes resource limits and requests for worker deployments via Helm chart.
    • Enables cloud sync for subscription data, keeping subscription state aligned between cloud and self-hosted instances.
    • Caches cloud sync data to reduce redundant remote calls during synchronization.

    3 details in Everything

16. nightly-09102025 Prerelease Oct 9, 2025 · release notes

    Shuffle nightly adds configurable Kubernetes resource limits for workers and cloud subscription sync.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-09102025 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-09102025

    • New option to set Kubernetes resource requests/limits (CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware., memory) for worker pods in Helm deployments.
    • Adds cloud sync for subscription data, keeping licensing state consistent across cloud-connected instances.
    • Caches cloud sync data locally to reduce repeated remote lookups.

    3 details in Everything

17. nightly-23092025-v1 Sep 23, 2025 · release notes

    Shuffle nightly adds local AI model auto-detection and Kubernetes resource/env var controls for workers and apps.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-23092025-v1 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-23092025-v1

    └──▷ HOW TO FIND IT
    Propagate log-disabling setting through the full Kubernetes execution chain without manual per-container config.
    📍Set SHUFFLE_LOGS_DISABLED=true on the Orborus deployment; it will now automatically flow to worker and app containers.
    Cap resource consumption of Shuffle worker and app pods in a Helm-managed Kubernetes deployment.
    yaml copy

    worker:
      resources:
        requests:
          cpu: "250m"
          memory: "256Mi"
        limits:
          cpu: "1"
          memory: "512Mi"
    apps:
      resources:
        requests:
          cpu: "100m"
          memory: "128Mi"
        limits:
          cpu: "500m"
          memory: "256Mi"

    • Detects local/self-hosted AI model availability automatically during backend startup.
    • Propagates the SHUFFLE_LOGS_DISABLED environment variable from Orborus through to worker and app containers in Kubernetes deployments.
    • Supports setting CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware./memory resource limits and requests for worker and app pods via Helm values.

    3 details in Everything

18. v2.1.0 Sep 23, 2025 · release notes

    Shuffle 2.1.0 adds local/self-hosted AI model support, Datastore Categories, Protected Keys, and custom dashboards via new stats API.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.1.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.1.0

    └──▷ HOW TO FIND IT
    Point Shuffle AI Agents at a private, self-hosted LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. instead of a cloud provider — keeping all data on-prem.
    📍In the console, go to Settings › AI and enter your self-hosted model URL, model name, and API key, then save to make Shuffle use your private OpenAI-compatible endpoint.
    • Supports local and self-hosted AI models: connect any OpenAI-compatible LLM by supplying a URL, model name, and API key so AI Agents run fully on-premises.
    • Generates workflows from plain-text descriptions or flowcharts using AI.
    • Adds AI-assisted workflow editing with keyboard shortcuts.
    • Introduces Datastore Categories for structured key organization across alerts, tickets, users, and IOCsIOCsAn indicator of compromise, an observable clue that may point to malicious activity, such as a suspicious file hash or domain. It is evidence to investigate, rather than proof by itself., with category-based search and deduplication.
    • Adds Protected Keys so secrets can be used safely in workflows via best-effort fuzzy hashing.

    +6 more show less

    • Adds bulk datastore APIs with pagination, supporting up to 500 key lookups per request.
    • Adds Custom Dashboards with user-defined metrics via POST /api/v1/stats.
    • New Statistics & Observability features: workflow execution views, top run/failure tracking, historical debug search, notifications, and multi-tenant org views.
    • Admin view for child organization activity tracking in multi-tenant deployments.
    • App container auto-scaling based on request rate, CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware. usage, and queue depth.
    • Detects local/self-hosted AI model availability automatically during backend startup.

    11 details in Everything

19. 2.1.0-nightly-02072025 Prerelease Jul 2, 2025 · release notes

    Shuffle 2.1.0-nightly re-adds /api/v1/orgs and adds Kubernetes/Helm security contexts, configurable app ports, and service labels.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 2.1.0-nightly-02072025 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 2.1.0-nightly-02072025

    └──▷ USE IT
    Harden Kubernetes worker and app pods by applying a non-root security context in your Helm values.
    yaml copy

    worker:
      securityContext:
        runAsNonRoot: true
        runAsUser: 1000
    apps:
      securityContext:
        runAsNonRoot: true
        runAsUser: 1000

    • Re-adds the /api/v1/orgs API endpoint.
    • Adds Helm chart support for specifying custom service labels.
    • Enables setting security contexts for worker and app containers in Kubernetes deployments.
    • Allows changing the exposed app port in Kubernetes deployments.
    • Adds theming support for on-premises installations.

    5 details in Everything

20. v2.1.0-rc2 Prerelease Jun 18, 2025 · release notes

    Shuffle v2.1.0-rc2 adds HA for Orborus, public Datastore Categories with automation, and bulk datastore updates.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.1.0-rc2 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.1.0-rc2

    └──▷ HOW TO FIND IT
    Publish your own threat intelligence or detection ruleset so other Shuffle orgs can subscribe to it.
    📍In the console, go to /admin?tab=datastore, select or create a Datastore Category, and toggle it to Public to make it subscribable by other organizations.
    Trigger a response workflow automatically when entries are added to a Datastore Category (e.g., a new IOCIOCAn indicator of compromise, an observable clue that may point to malicious activity, such as a suspicious file hash or domain. It is evidence to investigate, rather than proof by itself. hits your threat list).
    📍In the console, open the target Datastore Category, navigate to its Automation settings, and configure a workflow trigger or webhook URL to fire on category updates.
    • Adds High Availability and failover tracking for Orborus in both cloud and on-prem environments.
    • Enables making Datastore Categories public, allowing teams to subscribe to others' published threat lists or publish their own detection rulesets — managed via /admin?tab=datastore.
    • Adds Datastore Category Automation: categories can now natively trigger workflow runs or send webhooks when data changes.
    • Supports bulk setting of Datastore entries, with categories now able to handle hundreds of thousands of entries.
    • Introduces a Partner & Use Case management system for organizational and workflow flexibility.

    +5 more show less

    • Adds sub-organization deletion UI with verification button and associated cache management.
    • Adds ability to skip SSOSSOSingle sign-on, using one identity provider to sign in to multiple applications. It reduces separate passwords and centralizes account and access management. for admins on sub-organizations.
    • Enables Singul to automatically upload translations to the Shuffle Datastore, plus a new frontend library for managing apps and authentication in third-party platforms.
    • Upgrades backend search to OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions. 3.0.0.
    • Adds Helm chart support for specifying service labels, security contexts for worker and app containers, and configurable exposed app port.

    10 details in Everything

21. v2.0.2 Apr 3, 2025 · release notes

    Shuffle 2.0.2 adds AI Agent support with self-hosted LLMsLLMsA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code., per-action rerun, and new branding controls for integration partners.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.0.2 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.0.2

    └──▷ HOW TO FIND IT
    Re-execute a single failed or suspect action mid-workflow without re-triggering the entire run — useful for debugging action-level issues in production workflows.
    📍In the Shuffle workflow execution view, open the last run, select the specific action node, and click Rerun to replay only that action with its original input data.
    • Adds AI Agent support with bring-your-own LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. provider, enabling fully open-source on-premises deployments.
    • New Rerun feature lets practitioners re-execute any single workflow action in isolation using data from the last run.
    • New branding controls including light mode and button removal for integration partners.
    • Adds alignment and resize controls for workflow comment nodes, including text location and sizing.

    4 details in Everything

22. v2.0.1 Mar 21, 2025 · release notes

    Shuffle 2.0.1 adds self-service region switching, SSOSSOSingle sign-on, using one identity provider to sign in to multiple applications. It reduces separate passwords and centralizes account and access management. credential hiding, and role assignment from SSO providers.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v2.0.1 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v2.0.1

    └──▷ HOW TO FIND IT
    Switch your cloud region without waiting for support — useful when moving tenants closer to your data residency requirements.
    📍In the console, go to shuffler.io/admin and select your desired region under the region settings panel.
    • Enables self-service cloud region changes via the /admin panel — no support ticket required.
    • Adds credential hiding on the SSO page for Organizations.
    • Supports role assignment synced from SSO providers on login.
    • Improves control of Forms for Workflows.

    4 details in Everything

23. 2.0.0 Mar 3, 2025 · release notes

    Shuffle 2.0 adds multi-tenant workflows, open-sourced scale worker, Sigma detection UI, hotload API, auto-scale, and a Helm chart.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 2.0.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 2.0.0

    • Adds multi-tenant workflow support, enabling isolated workflow execution across multiple tenants.
    • Open-sources the scale worker, making distributed execution infrastructure available for self-hosted deployments.
    • New UI with redesigned app page, workflow page, and discovery mechanisms.
    • Adds Sigma detection UI for managing and visualizing Sigma rules directly in the platform.
    • New API endpoint for hotloading specific applications without restarting the service.

    +12 more show less

    • Adds auto-scale support for on-prem worker deployments.
    • Heavily improved observability across workflow executions.
    • Adds Datastore Categorization (indexing) for structured data organization.
    • Adds Forms and Publishing mechanisms for workflow interaction and distribution.
    • Docker Compose now uses Docker Swarm by default for on-prem deployments.
    • Adds official Shuffle Helm chart for Kubernetes deployments.
    • Mounts TLS certificates to each worker container automatically.
    • Adds window-swapping feature in the workflow editor UI.
    • Variable fields in action parameters now update dynamically in the workflow editor.
    • Adds branch direction flipping in the workflow canvas.
    • Adds UI tooltips across the workflow editor.
    • Syncs on-prem feature pages with cloud feature parity.

    17 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !Docker Compose is now configured to use Docker Swarm by default, which may break existing non-Swarm on-prem deployments that rely on plain Compose orchestration.
24. nightly-14122024 Prerelease Dec 14, 2024 · release notes

    Shuffle nightly adds auto-scaling, a redesigned App page, and automatic TLS cert mounting to workers.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch nightly-14122024 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout nightly-14122024

    • Adds auto-scale support for on-premises worker deployments.
    • Introduces a redesigned App page with updated modals for browsing and creating apps.
    • Mounts TLS certificates to each worker container automatically.
    • Updates docker-compose to use Docker Swarm mode by default.
    • Adds a synced app creation modal for streamlined app onboarding.

    +1 more show less

    • Introduces a redesigned Workflow page UI.

    6 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The docker-compose configuration now uses Docker Swarm mode by default, which may break existing single-host Docker Compose deployments that are not configured for Swarm.
25. 2.0.0-nightly-02112024 Prerelease Nov 2, 2024 · release notes

    Shuffle 2.0.0-nightly adds Sigma detection UI, app hotloading endpoint, window swapping, and branch direction flipping.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 2.0.0-nightly-02112024 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 2.0.0-nightly-02112024

    • Adds Sigma detection UI for building and managing Sigma rules directly in the workflow interface.
    • New API endpoint for hotloading specific applications without restarting the service.
    • Adds window swapping capability in the workflow editor.
    • Adds branch direction flipping in the workflow canvas.
    • Variable fields in action parameters now update dynamically.

    +4 more show less

    • Adds tip-section support in in-product documentation.
    • Improves the app builder UI.
    • Adds UI tooltips to workflow editor controls.
    • Kubernetes keep-alive support for Orborus.

    9 details in Everything

26. v1.4.0 May 22, 2024 · release notes

    Shuffle v1.4 adds distributed Log Ingester with Sigma, App Auth overrides for subflows, and Datastore public interfaces.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v1.4.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v1.4.0

    • Run Shuffle as a distributed Log Ingester using Sigma rules
    • Add Custom action to App Creator apps allowing modifyable URL path and authentication
    • Start workflows from Message queues & Kafka via Orborus on-premises environment
    • Search workflow executions by keyword in the Workflow Run Debugger (/workflows/debug)
    • Select related tenants in the admin view (/admin?tab=suborgs)

    +6 more show less

    • Access new admin dashboard at /admin2
    • Override App Auth for subflows called from parent workflows
    • Use sub-org distribution system to share workflows from parent org to suborgs
    • Update Trigger UI to contain Pipelines, Webhook & Triggers together
    • Retrieve Datastore keys values in JSON/CSV formats via public interface
    • Delete user accounts for on-prem users

    11 details in Everything

27. v1.3.3 Mar 7, 2024 · release notes

    Shuffle v1.3.3 adds built-in KMSKMSA managed service that creates, stores, rotates and controls access to encryption keys, usually backed by HSMs. Applications ask it to encrypt or decrypt rather than holding keys themselves. with third-party secret provider support and a Tenzir trigger.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v1.3.3 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v1.3.3

    • Adds a KMS (Key Management System) integration to encrypt secrets in the database with support for third party secret providers
    • Adds a new third party data pipeline trigger for Tenzir

    2 details in Everything

28. 1.3.1 Dec 7, 2023 · release notes

    Shuffle 1.3.1 adds Rerun execution API, per-tenant notifications, and split proxy config.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 1.3.1 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 1.3.1

    • Adds the Rerun execution API endpoint to allow replaying previous workflow executions
    • Makes Notifications org-wide (per tenant) and expands the events on which they trigger
    • Introduces Single Action executions for tasks like Code Editor testing
    • Allows running Python directly in the Code Editor by selecting the Execute Python action
    • Adds configuration to split Proxy settings between External APIs and Shuffle resources

    +1 more show less

    • Updates Condition nodes (Smaller Than, Larger Than) to respect type, removing the need for {{ ["list"] | size }} workarounds

    6 details in Everything

29. v1.3.0 Nov 19, 2023 · release notes

    Shuffle v1.3.0 adds ShuffleGPT, a /api/v1/health/stats API, Kubernetes scaling, workflow versioning and realtime collaboration.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch v1.3.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout v1.3.0

    └──▷ TRY IT
    Monitor instance health and workflow performance statistics programmatically via the new API.
    copy

    $ curl -X GET http://<shuffle-host>/api/v1/health/stats

    Navigate to the debug interface to inspect historical workflow runs and identify bugs.
    📍In the Shuffle UI, navigate to /workflows/debug to open the Workflow Run Explorer.
    Access the new AI conversation interface to generate workflows or query data.
    📍Open https://shuffler.io/conversation in your browser to start using ShuffleGPT.
    • Adds /api/v1/health/stats endpoint for retrieving historic workflow performance statistics and checking downtime status on cloud and onprem instances
    • Introduces ShuffleGPT, an AI-driven feature accessible at https://shuffler.io/conversation to solve simple queries like finding last tickets and eventually generating workflows
    • Enables realtime workflow collaboration, similar to Google Docs or Figma, currently in Beta and disabled by default
    • Adds Kubernetes support as a new scaling option for Shuffle workers
    • Adds Workflow Versioning allowing users to view past revisions of workflows

    +3 more show less

    • Adds Workflow Run Explorer at /workflows/debug to help identify workflow bugs over time
    • Supports OAuth2OAuth2An open authorization framework (RFC 6749) that lets a service grant limited access to a user's resources on another service without exposing credentials, giving cyber tools a standard way to authenticate against third-party APIs. Application Permissions within the App Creator
    • Integrates an OpenAPIOpenAPIA vendor-neutral specification for describing REST APIs in a machine-readable format, maintained by the OpenAPI Initiative. Cyber tools use it to auto-generate clients, documentation, and validation from a single source of truth. Generator powered by Generative AI, available as an option on the /apps page

    8 details in Everything

30. 1.1.0 Dec 6, 2022 · release notes

    Shuffle 1.1 introduces workflow templating, stats API on /api/v1/orgs/{orgid}/stats, distributed caching, and a file editor for detection methods.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 1.1.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 1.1.0

    └──▷ TRY IT
    Retrieve org statistics automatically in the background.
    copy

    $ curl https://<shuffle-host>/api/v1/orgs/{orgid}/stats

    Manage detection methods using the new file editor.
    📍In the console, go to Admin › Files to edit and categorize files for detection methods.
    Configure Shuffle to use Memcached for distributed caching.
    📍# See documentation for configuration keys https://shuffler.io/docs/configuration#distributed_caching
    • Adds templating system for generating workflows
    • Adds statistics to the background API endpoint /api/v1/orgs/{orgid}/stats
    • Adds distributed caching mechanism with Memcached
    • Adds File Editing and Categories via the /admin?tab=files interface

    4 details in Everything

31. 1.0.0 Apr 27, 2022 · release notes

    Shuffle 1.0 introduces SSOSSOSingle sign-on, using one identity provider to sign in to multiple applications. It reduces separate passwords and centralizes account and access management. (SAMLSAMLA standard for passing signed identity assertions between a sign-in provider and an application. It lets a user sign in through their organization's identity provider./OpenIDOpenIDAn open standard for decentralized authentication that lets a user prove their identity to a site via a trusted third-party provider, so tools can delegate login without managing credentials themselves.), Swarm config for Orborus, Liquid formatting in apps, and workflow priority queues.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 1.0.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 1.0.0

    • Added SSO with SAML and OpenID PKCE to enable identity provideridentity providerA service that authenticates users and supplies identity information to other applications. It is the sign-in authority behind many single sign-on systems. authentication.
    • Added Swarm configuration possibility for Orborus to allow distributed worker management.
    • Added Liquid Formatting to apps allowing dynamic content rendering within app workflows.
    • Added priority for when workflows execute to manage queue load and execution order.

    4 details in Everything

32. 0.9.25 Oct 15, 2021 · release notes

    Shuffle 0.9.25 adds MSSPMSSPA Managed Security Service Provider: a third-party company that operates cyber tooling and monitoring on behalf of clients, letting organizations outsource detection, response, and compliance functions. suborgs, Oauth2 app auth, file namespaces, and workflow failure notifications

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.9.25 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 0.9.25

    • Adds SHUFFLE_APP_AUTH_ENCRYPTION environment variable to enable App Auth encryption for MSSP deployments
    • Adds suborgs support with swapping capability for Multi-Service Security Provider (MSSP) architectures
    • Adds Single Signon integration capability
    • Adds initial CI/CD handlers for automated workflow execution
    • Adds Oauth2 authentication for apps, supporting configurations with and without App Creator

    +6 more show less

    • Adds Gmail and Outlook trigger integrations
    • Adds file namespaces to organize files like Yara or Snort rules within workflows
    • Adds download option for files stored in workspaces
    • Adds Webhook parser functionality to convert Params to JSON for workflow usage
    • Adds start node button directly within the Workflow UI nodes
    • Adds notifications for workflow failures via UI, start workflow actions, and email

    11 details in Everything

33. 0.8.0 Nov 20, 2020 · release notes

    Shuffle 0.8.0 adds organizations, hybrid sync triggers (webhooks/schedules/user input), and global email/SMSSMSShort Message Service, the protocol built into cellular networks for sending text messages between phones; cyber tools use it for alerting, two-factor authentication delivery, or phishing simulation over mobile channels..

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.8.0 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 0.8.0

    • Adds support for Organizations as the primary entity model, replacing per-instance users.
    • Adds ability to synchronize with shuffle.io via Webhooks (public URL) and cloud-hosted Schedules.
    • Adds User Input trigger allowing workflows to pause until a button click is received.
    • Adds global Email and SMS sending capabilities to support alerts and User Input flows.

    4 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The model has shifted from per-instance users to Organizations.
34. 0.7.6 Oct 31, 2020 · release notes

    Shuffle 0.7.6 adds OpenAPIOpenAPIA vendor-neutral specification for describing REST APIs in a machine-readable format, maintained by the OpenAPI Initiative. Cyber tools use it to auto-generate clients, documentation, and validation from a single source of truth. drag-and-drop workflows and App SDK support for Kali

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.7.6 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 0.7.6

    └──▷ HOW TO FIND IT
    Import an OpenAPI spec into Shuffle to automatically generate workflow nodes for endpoints.
    📍Drag and drop your .yaml or .json OpenAPI file onto the OpenAPI import area in the Shuffle editor.
    Use the new migration tool to split your instance into multiple Organizations.
    📍Navigate to Settings › Migration and select Create Organization from the available tools.
    • OpenAPI drag-and-drop allows importing API specifications directly into the editor without manual configuration.
    • migration tools are now available in the UI to create new Organizations from existing data.
    • App SDK support is added for blackarch and Kali, enabling app development and testing on these distributions.

    3 details in Everything

35. 0.7.5 Oct 14, 2020 · release notes

    Shuffle 0.7.5 adds workflow execution sharing and mandatory organizational structure.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.7.5 https://github.com/Shuffle/Shuffle.git
    # already have the repo? check out this version:
    $ git checkout 0.7.5

    • Enables tracking executions to share with other users
    • Automatically migrates all users into an organization (with one created by default)
    • Adds accessibility names to workflow components such as trigger names

    3 details in Everything