[{"data":1,"prerenderedAt":1227},["ShallowReactive",2],{"blog-\u002Fblog\u002F2026\u002F07\u002Fflowfuse-release-2-33":3,"featureCatalog":303,"changelog-titles":692,"blog-all-for-related":1226},{"id":4,"title":5,"authors":6,"body":8,"cta":276,"date":277,"description":278,"extension":279,"features":280,"image":288,"lastUpdated":276,"meta":289,"navigation":290,"path":291,"release":292,"seo":293,"sitemap":294,"stem":295,"subtitle":296,"tags":297,"tldr":301,"video":276,"__hash__":302},"blog\u002Fblog\u002F2026\u002F07\u002Fflowfuse-release-2-33.md","FlowFuse 2.33: From Setting Up Plant Floor Hardware to Visualizing Your Data",[7],"jamie-strusz",{"type":9,"value":10,"toc":256},"minimark",[11,15,20,23,26,35,38,42,45,48,54,58,66,69,75,80,84,95,98,104,109,113,116,121,124,127,132,136,139,142,153,159,163,167,170,174,178,194,208,216,220,224,233,237,249,253],[12,13,14],"p",{},"Most releases sharpen one corner of the platform. 2.33 follows the whole journey your data takes — from the moment hardware powers on to the moment someone reads a dashboard built on it. Bringing a machine online no longer means starting in the platform and working backwards, a certified Modbus package speaks the factory floor's most common protocol, and dashboards finally have somewhere of their own to live. And as more of that journey gets automated, the release tightens the guardrails around the clients and AI agents touching your systems.",[16,17,19],"h2",{"id":18},"set-up-your-plant-floor-hardware-straight-from-the-terminal","Set Up Your Plant Floor Hardware Straight From the Terminal",[12,21,22],{},"Getting your own hardware into FlowFuse meant working backwards. You signed up, found the remote instance section, learned what the Device Agent was, created the instance in the platform, copied its connection details, and only then ran the installer with that code in hand.",[12,24,25],{},"Now you can start where the hardware already is. Run the installer from your terminal and it walks you through registering — including setting up an account if you need one — ending with your machine registered as a remote instance and ready to build on. If something's in the way — like port 1880 already being in use — the installer tells you up front instead of failing partway through.",[12,27,28],{},[29,30],"img",{"alt":31,"dataZoomable":32,"src":33,"style":34},"The installer running in a terminal, walking through sign-up and connection to FlowFuse","","\u002Fblog\u002F2026\u002F07\u002Fimages\u002Fdevice-agent-install.gif","border: 2px solid #E5E7EB;",[12,36,37],{},"More of the from-scratch onboarding experience lands in upcoming releases.",[16,39,41],{"id":40},"modbus-certified-node","Modbus Certified Node",[12,43,44],{},"FlowFuse Edge customers can now install a FlowFuse-certified Modbus node straight from the palette manager in their editor. It covers Modbus TCP and Serial — including RTU and ASCII — in a single package.",[12,46,47],{},"Modbus is one of the most common protocols on the factory floor, but the community package most teams rely on depends on volunteer maintainers. The FlowFuse-certified node is backed by our own testing, SLA-backed security patching, and a long-term maintenance commitment.",[12,49,50],{},[51,52,53],"em",{},"This feature is available exclusively to FlowFuse Edge customers, on both FlowFuse Cloud and Self Hosted, from v2.33.",[16,55,57],{"id":56},"ask-the-expert-about-your-tables","Ask the Expert About Your Tables",[12,59,60,61,65],{},"Until now, checking on your Tables data meant leaving the chat panel and opening the Tables view yourself. Now you can just ask the Expert: which tables exist, what a table's columns look like, or for a quick peek at the data, and it answers right there. For real analysis, like filtering, sorting, or making changes, the Expert can build that for you too, as a flow using the ",[62,63,64],"code",{},"tables-query"," node.",[12,67,68],{},"This release also closes a rough edge in Tables itself: databases with tables outside the default schema now behave correctly throughout, and the UI shows you which schema each table belongs to.",[12,70,71],{},[29,72],{"alt":73,"dataZoomable":32,"src":74,"style":34},"The Expert answering a question about a FlowFuse Tables database","\u002Fblog\u002F2026\u002F07\u002Fimages\u002Fchat.png",[12,76,77],{},[51,78,79],{},"Availability: This feature is available to FlowFuse Hub and Edge customers on FlowFuse Cloud and Self Hosted from v2.33.",[16,81,83],{"id":82},"your-dashboards-all-in-one-place","Your Dashboards, All in One Place",[12,85,86,87,91,92,94],{},"Dashboards now have a home. A new ",[88,89,90],"strong",{},"Dashboards"," entry in your team navigation lists every dashboard across your hosted instances, and opens each one right inside FlowFuse instead of a separate browser tab. Each application also has its own ",[88,93,90],{}," tab, showing just the dashboards from that application's instances. A drawer lets you switch between dashboards in a single click, without going back to a list.",[12,96,97],{},"Until now, dashboards were reachable only through an \"Open Dashboard\" button on individual instance pages: fine if you knew where to look, a dead end if you didn't. Dashboard-only users had it worst, landing on a bare list of instances with nowhere to go. Now dashboards are a first-class part of the product, with a home scoped to exactly what each user can access.",[12,99,100],{},[29,101],{"alt":102,"dataZoomable":32,"src":103,"style":34},"An embedded dashboard with the switcher drawer open to move between dashboards","\u002Fblog\u002F2026\u002F07\u002Fimages\u002Fdashboard-drawer.png",[12,105,106],{},[51,107,108],{},"Availability: all users of FlowFuse Cloud and all Self Hosted users from v2.33.",[16,110,112],{"id":111},"tighter-control-over-who-and-what-reaches-your-systems","Tighter Control Over Who and What Reaches Your Systems",[12,114,115],{},"The more of your platform that automated clients and AI agents can reach, the more the question shifts: not just what they are allowed to do, but what you can prove they did afterwards, and how narrowly you can scope their access up front. 2.33 adds three controls that answer it.",[117,118,120],"h3",{"id":119},"platform-mcp-tools-api-actions-audit-trail","Platform MCP Tools & API Actions Audit Trail",[12,122,123],{},"FlowFuse now logs actions performed through the supported platform MCP tools for AI agents such as our own first class AI agent the FlowFuse Expert. Each log entry records the action, when it occurred, and the user that performed it through it's dependency on the user's Personal Access Token. These logs do not capture activity related to MCP server nodes with which you can build your own MCP tooling and is part of our FlowFuse Expert Insights offering.",[12,125,126],{},"If you answer to an OT security team or an auditor, \"the AI did it\" is not an acceptable line in an incident report. The audit trail turns AI activity into the same kind of accountable, reviewable record you already expect from human operators.",[12,128,129],{},[51,130,131],{},"Availability: Hub and Edge from v2.33.",[117,133,135],{"id":134},"scoped-personal-access-tokens","Scoped Personal Access Tokens",[12,137,138],{},"Personal Access Tokens can now be scoped to specific teams and include read or write permissions. Create a token that can do exactly what its integration needs and nothing more. This is especially important for AI use cases.",[12,140,141],{},"Previously a PAT carried the full permissions of the user who created it. If you generated a token for a read-only dashboard integration, that token could still modify your instances. Scoped tokens close that gap and follow the least-privilege pattern your security team already applies everywhere else.",[12,143,144,145,152],{},"You can easily navigate towards your ",[146,147,151],"a",{"href":148,"rel":149},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fsecurity\u002Ftokens",[150],"nofollow","personal settings"," to setup a new personal access token and configure it with the right scope and permissions.",[12,154,155],{},[29,156],{"alt":157,"dataZoomable":32,"src":158,"style":34},"The token creation dialog with individual permission scopes selected","\u002Fblog\u002F2026\u002F07\u002Fimages\u002Fscoped-pats.png",[12,160,161],{},[51,162,131],{},[117,164,166],{"id":165},"manage-granular-rbac-through-your-identity-provider","Manage Granular RBAC Through Your Identity Provider",[12,168,169],{},"SSO admins can now map SAML groups to FlowFuse's granular roles. When someone joins the \"Plant Floor Operators\" group in your identity provider, they get the matching FlowFuse permissions automatically. No manual role assignment, no drift between your IdP and your platform.",[12,171,172],{},[51,173,131],{},[16,175,177],{"id":176},"also-in-this-release","Also in This Release",[179,180,181,185,188,191],"ul",{},[182,183,184],"li",{},"The Expert is better at telling when you want it to act versus when you want guidance.",[182,186,187],{},"MCP server enumeration is much faster for teams with many instances.",[182,189,190],{},"Fixed dropdown inputs rejecting values that matched the start of a suggestion.",[182,192,193],{},"Plus dependency updates and smaller fixes.",[12,195,196,197,201,202,207],{},"For detailed breakdowns of each feature with additional visuals, visit our ",[146,198,200],{"href":199},"\u002Fchangelog\u002F","changelog",". For the complete list of everything included in FlowFuse 2.33, check out the ",[146,203,206],{"href":204,"rel":205},"https:\u002F\u002Fgithub.com\u002FFlowFuse\u002Fflowfuse\u002Freleases",[150],"release notes",".",[12,209,210,211,215],{},"If something in this release improves your workflow, or if there is still friction we can remove, please ",[146,212,214],{"href":213},"mailto:contact@flowfuse.com?subject=Feedback%20on%202.33","share feedback or report issues regarding this release"," to us.",[16,217,219],{"id":218},"try-flowfuse","Try FlowFuse",[117,221,223],{"id":222},"flowfuse-cloud","FlowFuse Cloud",[12,225,226,227,232],{},"The fastest way to get started is with FlowFuse Cloud.\n",[146,228,231],{"href":229,"rel":230},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fcreate",[150],"Get started for free"," and have your Node-RED instances running in minutes.",[117,234,236],{"id":235},"self-hosted","Self-Hosted",[12,238,239,240,244,245,207],{},"Run FlowFuse locally using ",[146,241,243],{"href":242},"\u002Fdocs\u002Finstall\u002Fdocker\u002F","Docker"," or ",[146,246,248],{"href":247},"\u002Fdocs\u002Finstall\u002Fkubernetes\u002F","Kubernetes",[16,250,252],{"id":251},"whats-next","What's Next",[12,254,255],{},"2.33 closes out the 2.x line. Something bigger arrives in August. 📈",{"title":32,"searchDepth":257,"depth":257,"links":258},4,[259,261,262,263,264,270,271,275],{"id":18,"depth":260,"text":19},2,{"id":40,"depth":260,"text":41},{"id":56,"depth":260,"text":57},{"id":82,"depth":260,"text":83},{"id":111,"depth":260,"text":112,"children":265},[266,268,269],{"id":119,"depth":267,"text":120},3,{"id":134,"depth":267,"text":135},{"id":165,"depth":267,"text":166},{"id":176,"depth":260,"text":177},{"id":218,"depth":260,"text":219,"children":272},[273,274],{"id":222,"depth":267,"text":223},{"id":235,"depth":267,"text":236},{"id":251,"depth":260,"text":252},null,"2026-07-30","FlowFuse 2.33 takes you from setting up plant floor hardware directly to visualizing its data, with a FlowFuse-certified Modbus connection, a home for every dashboard, and firmer control over platform access through scoped Personal Access Tokens, SSO-driven application roles, and an MCP audit trail.","md",[281,283,284,286],{"id":282,"heading":83},"dashboards-view",{"id":134,"heading":135},{"id":285,"heading":166},"single-sign-on",{"id":287,"heading":57},"flowfuse-tables","\u002Fblog\u002F2026\u002F07\u002Fimages\u002Fflowfuse-release-2-33.jpg",{},true,"\u002Fblog\u002F2026\u002F07\u002Fflowfuse-release-2-33","2.33",{"title":5,"description":278},{"loc":291},"blog\u002F2026\u002F07\u002Fflowfuse-release-2-33","Set up your own hardware directly, reach your equipment through a FlowFuse-certified Modbus connection, see every dashboard in one place, and keep firmer control over who and what can reach your platform.",[298,299,300],"flowfuse","news","releases","2.33 runs the Device Agent installer from your command line, enrolling edge machines in a few guided steps, and adds a supported Modbus driver spanning TCP and Serial. Dashboards get their own spot in the team menu, and the Expert can describe or preview what lives in your Tables on request. Rounding it out: team-scoped access tokens, SAML group-to-role mapping, and a log of each MCP call.","5-Ludtf4brmp2XJv9FVmBN5QiePwpkH55xMtNb3c7jM",{"id":304,"extension":305,"meta":306,"sections":307,"stem":690,"__hash__":691},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[308,359,457,519,596,672],{"id":309,"title":310,"features":311},"ai-automation","AI & Automation",[312,322,332,342,348,354],{"id":313,"title":314,"description":315,"docsLink":316,"changelog":317,"tiers":321},"flowfuse-expert-ai","FlowFuse Expert AI","Build industrial apps with agents, and query the state of the factory with an agent. Adapt your current hardware and machines so agentic work can be done against them, without ripping and replacing what's already on the plant floor.","\u002Fdocs\u002Fuser\u002Fexpert\u002F",[318],{"url":319,"release":320},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":290,"hub":290,"fleet":290},{"id":323,"title":324,"description":325,"docsLink":326,"changelog":327,"subfeature":290,"showOnPricing":330,"tiers":331},"flowfuse-expert-support-mode","Support Mode","Chat-based assistance for FlowFuse and Node-RED, including Node-RED instance management through natural language.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#support-mode",[328],{"url":329,"release":320},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":290,"hub":290,"fleet":290},{"id":333,"title":334,"description":335,"docsLink":336,"changelog":337,"subfeature":290,"showOnPricing":330,"tiers":341},"flowfuse-expert-application-building","Application Building","Describe what you want to build and FlowFuse Expert assembles it on your workspace, adding tabs, wiring nodes, and configuring properties.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F",[338],{"url":339,"release":340},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":290,"hub":290,"fleet":290},{"id":343,"title":344,"description":345,"docsLink":346,"subfeature":290,"beta":290,"showOnPricing":330,"tiers":347},"flowfuse-expert-insights-mode","Insights Mode","Connects FlowFuse Expert to MCP servers in your Node-RED instances, enabling real-time data queries and actions through a single chat interface.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#insights-mode",{"edge":290,"hub":290,"fleet":290},{"id":349,"title":350,"description":351,"docsLink":352,"tiers":353},"mcp-servers","Agentic Operations","Expose your Node-RED flows as tools an AI agent can call directly, so agents can query the state of the factory or trigger actions without custom integration work.","\u002Fnode-red\u002Fflowfuse\u002Fmcp\u002F",{"edge":290,"hub":290,"fleet":290},{"id":355,"title":356,"description":357,"tiers":358},"onnx-integration","ONNX Integration","Run trained machine learning models directly in your flows, including on edge hardware, without sending data out to an external inference service.",{"edge":290,"hub":290,"fleet":290},{"id":360,"title":361,"features":362},"build","Build",[363,369,375,383,389,395,399,405,411,418,424,428,432,441,449],{"id":364,"title":365,"description":366,"docsLink":367,"tiers":368},"edge-development","Edge Development","Develop and test Node-RED flows directly on edge devices with a remote editor proxy.","\u002Fdocs\u002Fdevice-agent\u002Fquickstart\u002F",{"edge":290,"hub":330,"fleet":290},{"id":370,"title":371,"description":372,"docsLink":373,"tiers":374},"private-npm-registry","Custom Node-RED Nodes","Create and manage your own private npm registry for Node-RED nodes, so you can share custom nodes across your team and devices without publishing them publicly.","\u002Fdocs\u002Fuser\u002Fcustom-npm-packages\u002F",{"edge":290,"hub":290,"fleet":290},{"id":287,"title":376,"description":377,"docsLink":378,"changelog":379,"tiers":382},"FlowFuse Tables","A managed PostgreSQL database for every application, so you can store and query structured data without standing up and maintaining your own database.","\u002Fdocs\u002Fuser\u002Fff-tables\u002F",[380],{"url":381,"release":292},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F",{"edge":290,"hub":290,"fleet":290},{"id":384,"title":385,"description":386,"docsLink":387,"tiers":388},"persistent-files","File Storage","Store and retrieve files from your Node-RED flows, with automatic replication and backup across your devices and hosted instances.","\u002Fdocs\u002Finstall\u002Ffile-storage\u002F",{"edge":290,"hub":290,"fleet":290},{"id":390,"title":391,"description":392,"docsLink":393,"showOnPricing":330,"tiers":394},"persistent-context","Persistent Context","In-memory values defined in a Node-RED flow persist across project restarts and upgrades.","\u002Fdocs\u002Fuser\u002Fpersistent-context\u002F",{"edge":290,"hub":290,"fleet":290},{"id":396,"title":397,"showOnPricing":330,"tiers":398},"static-assets","Static Assets",{"edge":290,"hub":290,"fleet":290},{"id":400,"title":401,"description":402,"docsLink":403,"tiers":404},"team-library","Team Library","Set up standard nodes and flows that can be shared with all team members across your organisation.","\u002Fdocs\u002Fuser\u002Fshared-library\u002F",{"edge":290,"hub":290,"fleet":290},{"id":406,"title":407,"description":408,"docsLink":409,"tiers":410},"personalised-multi-user-dashboards","Personalised Multi-User Dashboards","Build applications that provide unique data to each logged-in user using personalised multi-user dashboards.","https:\u002F\u002Fdashboard.flowfuse.com\u002Fuser\u002Fmulti-tenancy.html",{"edge":290,"hub":290,"fleet":290},{"id":282,"title":412,"description":413,"changelog":414,"subfeature":290,"showOnPricing":330,"tiers":417},"Dashboards View","Browse and open every dashboard across your team from a dedicated Dashboards view, at both team and application level, without leaving FlowFuse.",[415],{"url":416,"release":292},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":290,"hub":290,"fleet":290},{"id":419,"title":420,"description":421,"docsLink":422,"tiers":423},"blueprints-converge","Blueprints","Ready-made starting points for your apps, from cross-team Converge templates to OT and IT specific blueprints.","\u002Fdocs\u002Fuser\u002Fconcepts\u002F#blueprint",{"edge":290,"hub":290,"fleet":290},{"id":425,"title":426,"subfeature":290,"showOnPricing":330,"tiers":427},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":290,"hub":330,"fleet":290},{"id":429,"title":430,"subfeature":290,"showOnPricing":330,"tiers":431},"blueprints-it-apps","Blueprints - IT APPS",{"edge":330,"hub":290,"fleet":330},{"id":433,"title":434,"description":435,"changelog":436,"showOnPricing":330,"tiers":440},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[437],{"url":438,"release":439},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":290,"hub":290,"fleet":290},{"id":442,"title":443,"description":444,"changelog":445,"showOnPricing":330,"tiers":448},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[446],{"url":447,"release":340},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":290,"hub":290,"fleet":290},{"id":450,"title":451,"description":452,"changelog":453,"showOnPricing":330,"tiers":456},"embedded-editor-tab-title","Embedded Editor Browser Tab Title","The browser tab title updates to reflect the active Node-RED canvas tab when working in the embedded editor.",[454],{"url":455,"release":439},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":290,"hub":290,"fleet":290},{"id":458,"title":459,"features":460},"deploy","Deploy",[461,467,476,482,488,494,500,506,511],{"id":462,"title":463,"description":464,"docsLink":465,"tiers":466},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":290,"hub":290,"fleet":290},{"id":468,"title":469,"description":470,"docsLink":471,"changelog":472,"tiers":475},"edge-devices","Edge Instances","Deploy and mange your Node-RED instances on edge PLCs and gateways, with full visibility and control from the cloud.","\u002Fdocs\u002Fdevice-agent\u002Fintroduction\u002F",[473],{"url":474,"release":320},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":290,"hub":330,"fleet":290},{"id":477,"title":478,"description":479,"docsLink":480,"tiers":481},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":330,"hub":290,"fleet":330},{"id":483,"title":484,"description":485,"docsLink":486,"tiers":487},"mqtt-broker","MQTT Broker","Manage and create MQTT clients to transport data for efficient messaging and communication within your applications.","\u002Fdocs\u002Fuser\u002Fteambroker\u002F",{"edge":290,"hub":330,"fleet":290},{"id":489,"title":490,"description":491,"docsLink":492,"showOnPricing":330,"tiers":493},"project-nodes","Project Nodes aka seamless project comms","FlowFuse Project Nodes enable the passing of data and messages between your Node-RED projects.","\u002Fdocs\u002Fuser\u002Fprojectnodes\u002F",{"edge":290,"hub":290,"fleet":290},{"id":495,"title":496,"description":497,"docsLink":498,"tiers":499},"devops-pipelines","DevOps Pipelines","Set up different environments for development, testing, and production Node-RED instances to support a full software delivery lifecycle.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F",{"edge":290,"hub":290,"fleet":290},{"id":501,"title":502,"description":503,"docsLink":504,"tiers":505},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. Supports GitHub and Azure DevOps repositories.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F#git-repository-stage",{"edge":330,"hub":290,"fleet":330},{"id":507,"title":508,"description":509,"docsLink":504,"subfeature":290,"showOnPricing":330,"tiers":510},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":330,"hub":290,"fleet":330},{"id":512,"title":513,"description":514,"docsLink":504,"changelog":515,"subfeature":290,"showOnPricing":330,"tiers":518},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[516],{"url":517,"release":439},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":330,"hub":290,"fleet":330},{"id":520,"title":521,"features":522},"operate-maintain","Operate & Maintain",[523,529,535,540,548,552,556,561,567,573,578,584,588,592],{"id":524,"title":525,"description":526,"docsLink":527,"tiers":528},"snapshots","Snapshots & Version History","Automatic snapshots on remote devices and hosted instances, plus a full version history timeline so you can roll back to any prior state.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F",{"edge":290,"hub":290,"fleet":290},{"id":530,"title":531,"description":532,"docsLink":533,"subfeature":290,"showOnPricing":330,"tiers":534},"auto-snapshot-remote","Auto Snapshot (Remote)","Automatically capture a snapshot every time a remote instance is deployed, so you always have a recoverable history of what was running on each device.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F#auto-snapshots",{"edge":290,"hub":290,"fleet":290},{"id":536,"title":537,"description":538,"docsLink":533,"subfeature":290,"showOnPricing":330,"tiers":539},"auto-snapshot-hosted","Auto Snapshot (Hosted)","Automatically capture a snapshot every time a hosted instance is deployed, so you always have a recoverable history of what was running.",{"edge":290,"hub":290,"fleet":290},{"id":541,"title":542,"description":543,"changelog":544,"subfeature":290,"showOnPricing":330,"tiers":547},"snapshot-comparison","Snapshot Comparison","Compare two snapshots side-by-side with a navigable diff view. 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