[{"data":1,"prerenderedAt":11169},["ShallowReactive",2],{"blog-\u002Fblog\u002F2025\u002F02\u002Fmonitoring-system-health-performance-scale-flowfuse":3,"featureCatalog":10241,"changelog-titles":10634,"blog-all-for-related":11168},{"id":4,"title":5,"authors":6,"body":8,"cta":10217,"date":10218,"description":10219,"extension":10220,"features":10217,"image":10221,"lastUpdated":10217,"meta":10222,"navigation":10231,"path":10232,"release":10217,"seo":10233,"sitemap":10234,"stem":10235,"subtitle":10236,"tags":10237,"tldr":10217,"video":10217,"__hash__":10240},"blog\u002Fblog\u002F2025\u002F02\u002Fmonitoring-system-health-performance-scale-flowfuse.md","Monitoring Device Health and Performance at Scale with FlowFuse",[7],"sumit-shinde",{"type":9,"value":10,"toc":10192},"minimark",[11,23,26,33,38,41,44,47,50,54,57,62,65,81,89,97,111,139,143,146,149,154,157,189,192,203,207,210,227,230,238,249,253,256,270,273,281,285,288,303,306,312,323,326,329,333,336,343,346,349,3321,3324,3342,3351,3354,3362,3369,3375,3383,3386,3390,3393,3401,3408,3412,3438,3442,3527,3530,3534,3588,3591,3595,3638,3641,3644,9939,9943,9946,9950,9955,9966,9971,9982,9988,9998,10004,10015,10025,10029,10037,10047,10058,10065,10069,10074,10084,10094,10099,10109,10114,10124,10130,10140,10146,10156,10162,10169,10177,10179,10183,10186,10189],[12,13,14,15,22],"p",{},"Edge devices are everywhere, and their numbers are skyrocketing, from 2.7 billion in 2020 to a projected 7.8 billion by 2030, according to ",[16,17,21],"a",{"href":18,"rel":19},"https:\u002F\u002Ftransformainsights.com\u002Fnews\u002Fedge-computing-rapid-growth-iot#:~:text=New%20Transforma%20Insights%20reports%20covering,edge%20capabilities%20in%20IoT%20devices.",[20],"nofollow","various reports",". As these devices become critical for automation and data processing, monitoring their health is essential to ensure reliability and efficiency.",[12,24,25],{},"Tracking CPU usage, memory, and system performance helps detect potential issues early, preventing downtime and optimizing operations. In this post, we will explore how to monitor devices using Node-RED and scale this process efficiently with FlowFuse.",[27,28],"lite-youtube",{"videoid":29,"params":30,"style":31,"title":32},"43te5aD1RRw","rel=0","width: 704px; height: 100%;","YouTube video player",[34,35,37],"h2",{"id":36},"what-is-device-health-monitoring-and-why-is-it-important","What is Device Health Monitoring, and Why is it Important?",[12,39,40],{},"Edge devices power IoT and automation, handling communication and data processing. As their numbers grow, ensuring they run efficiently is crucial.",[12,42,43],{},"Monitoring device health means tracking key metrics like CPU usage, memory, uptime, and system load. High CPU usage or low memory can slow down processes, disrupt data flow, and reduce efficiency.",[12,45,46],{},"For example, in manufacturing, edge devices connect machines to cloud systems for real-time data. If a device fails, production can be impacted.",[12,48,49],{},"Regular monitoring helps detect issues early, prevents downtime, and keeps devices running smoothly.",[34,51,53],{"id":52},"getting-started-with-monitoring-devices","Getting Started with Monitoring Devices",[12,55,56],{},"We will begin by monitoring a single device, such as a Raspberry Pi, collecting system data, and visualizing it using FlowFuse. Once the process is clear, we will expand it to monitor multiple devices at scale.",[58,59,61],"h3",{"id":60},"prerequisites","Prerequisites",[12,63,64],{},"Before you begin, ensure you have the following:",[66,67,68],"ol",{},[69,70,71,75,76,80],"li",{},[72,73,74],"strong",{},"Running Node-RED Instance:"," You need a running Node-RED instance on the device you want to monitor. The easiest way to set this up is with the ",[16,77,79],{"href":78},"\u002Fplatform\u002Fdevice-agent\u002F","FlowFuse Device Agent",", which provides secure remote access, real-time collaboration, snapshots for quick recovery, DevOps tools, and device group management. With it, you can push updates to multiple devices with a single click.",[12,82,83,84,88],{},"For a step-by-step installation guide, refer to the ",[16,85,87],{"href":86},"\u002Fdocs\u002Fdevice-agent\u002Fquickstart\u002F","FlowFuse Device Agent Quickstart",".",[12,90,91,92,88],{},"If you haven’t yet signed up for a FlowFuse account, ",[16,93,96],{"href":94,"rel":95},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fcreate?utm_campaign=60718323-BCTA&utm_source=blog&utm_medium=cta&utm_term=high_intent&utm_content=Monitoring%20Device%20Health%20and%20Performance%20at%20Scale%20with%20FlowFuse",[20],"sign up now",[66,98,99],{},[69,100,101,104,105,110],{},[72,102,103],{},"Required Node-RED Nodes:"," To collect system data and display it on a dashboard, install the following Node-RED nodes via the ",[16,106,109],{"href":107,"rel":108},"https:\u002F\u002Fnodered.org\u002Fdocs\u002Fuser-guide\u002Feditor\u002Fpalette\u002Fmanager",[20],"Node-RED Palette Manager",":",[112,113,114,121,127,133],"ul",{},[69,115,116,120],{},[117,118,119],"code",{},"node-red-contrib-os",": Retrieves system information such as memory, uptime, and load.",[69,122,123,126],{},[117,124,125],{},"node-red-contrib-cpu",": Monitors CPU usage.",[69,128,129,132],{},[117,130,131],{},"@flowfuse\u002Fnode-red-dashboard",": Provides UI components for visualizing system metrics.",[69,134,135,138],{},[117,136,137],{},"node-red-contrib-moment",": Formats uptime duration in a human-readable format.",[58,140,142],{"id":141},"collecting-cpu-and-system-metrics-with-node-red","Collecting CPU and System Metrics with Node-RED",[12,144,145],{},"Now that Node-RED is running on your device, it’s time to gather essential system metrics. Monitoring CPU usage, memory consumption, system uptime, and load averages helps you monitormonitor performance and spot potential issues before they become serious problems.",[12,147,148],{},"Let’s break it down step by step.",[150,151,153],"h4",{"id":152},"collecting-cpu-usage-data","Collecting CPU Usage Data",[12,155,156],{},"To start, let’s capture CPU usage in real time:",[66,158,159,166,169,176,183],{},[69,160,161,162,165],{},"Drag a ",[72,163,164],{},"CPU"," node from the \"Performance\" category onto the canvas.",[69,167,168],{},"Double-click the node and uncheck all options except \"Send a message for overall usage.\" This ensures you get a clear view of total CPU performance. If you need per-core metrics, you can enable the other options.",[69,170,171,172,175],{},"Add an ",[72,173,174],{},"Inject"," node, double-click it, and set it to trigger at a suitable interval (e.g., every second, every 10 seconds, or every 30 seconds). Connect its output to the CPU node.",[69,177,178,179,182],{},"Add a ",[72,180,181],{},"Debug"," node and connect it to the output of the CPU node. This lets you view CPU data in the debug pane.",[69,184,185,188],{},[72,186,187],{},"Click Deploy"," in the top-right corner of the Node-RED editor.",[12,190,191],{},"Your debug pane will now start showing live CPU usage data:",[12,193,194,200],{},[195,196],"img",{"alt":197,"dataZoomable":198,"src":199},"An image showing the flow that gathers CPU usage data and prints it in the debug pane","","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fcpu-usage.png",[201,202,197],"em",{},[150,204,206],{"id":205},"monitoring-memory-usage","Monitoring Memory Usage",[12,208,209],{},"Next, let’s track memory consumption:",[66,211,212,215,218,221,224],{},[69,213,214],{},"Drag a Memory node onto the canvas and double-click it.",[69,216,217],{},"Choose the unit for memory display (e.g., gigabytes for easier readability).",[69,219,220],{},"Connect the Memory node’s input to the Inject node’s output.",[69,222,223],{},"Connect the Memory node’s output to the existing Debug node.",[69,225,226],{},"Click Deploy to start monitoring.",[12,228,229],{},"Once deployed, you will see a structured object in the debug pane containing along with cpu usage:",[12,231,232,236],{},[195,233],{"alt":234,"dataZoomable":198,"src":235},"An image showing the flow that gathers memory usage data and prints it in the debug pane","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fmemory-usage.png",[201,237,234],{},[112,239,240,243,246],{},[69,241,242],{},"totalmem: Total available memory",[69,244,245],{},"freemem: Free memory",[69,247,248],{},"memusage: Current memory usage",[150,250,252],{"id":251},"tracking-system-uptime","Tracking System Uptime",[12,254,255],{},"Monitoring uptime helps detect unexpected reboots and ensures system stability.",[66,257,258,261,264,267],{},[69,259,260],{},"Drag an Uptime node onto the canvas.",[69,262,263],{},"Connect its input to the Inject node’s output.",[69,265,266],{},"Connect its output to the Debug node.",[69,268,269],{},"Click Deploy to activate uptime tracking.",[12,271,272],{},"Each time the Inject node triggers, the debug pane will display the uptime in seconds and CPU and memory usage.",[12,274,275,279],{},[195,276],{"alt":277,"dataZoomable":198,"src":278},"An image showing the flow that gathers system uptime data and prints it in the debug pane","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fuptime.png",[201,280,277],{},[150,282,284],{"id":283},"analyzing-load-average","Analyzing Load Average",[12,286,287],{},"To understand how busy your system has been over time, let’s analyze the load average:",[66,289,290,296,298,300],{},[69,291,161,292,295],{},[72,293,294],{},"Loadavg"," node onto the canvas.",[69,297,263],{},[69,299,266],{},[69,301,302],{},"Click Deploy to start tracking.",[12,304,305],{},"This will give you three key metrics:",[12,307,308],{},[195,309],{"alt":310,"dataZoomable":198,"src":311},"An image showing the flow that gathers system load average data and prints it in the debug pane","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fload-avg.png",[112,313,314,317,320],{},[69,315,316],{},"1-minute load average: Immediate system load",[69,318,319],{},"5-minute load average: Recent short-term trend",[69,321,322],{},"15-minute load average: Long-term system trend",[12,324,325],{},"If these values remain consistently high, your system may struggle under excessive demand, signaling a need for optimization or additional processing power.",[12,327,328],{},"With these metrics in place, you have a solid foundation for real-time system monitoring.",[58,330,332],{"id":331},"sharing-data-across-different-node-red-instances","Sharing Data Across Different Node-RED Instances",[12,334,335],{},"Once we have the data, we must send it to the Node-RED instance handling visualization. Keeping the dashboard separate is essential for scalability. As the number of devices increases, a dedicated instance ensures we can monitor all of them from a single, centralized dashboard. This approach also makes management more efficient.",[12,337,338,339,88],{},"To send data between multiple Node-RED instances we can use ",[16,340,342],{"href":341},"\u002Fblog\u002F2024\u002F10\u002Fexploring-flowfuse-project-nodes\u002F","FlowFuse's Project Nodes",[12,344,345],{},"Before sending the data though, we combine all collected metrics into a single object for better organization and easier processing. Currently, each node sends its metrics as a separate message object. Merging them into a single object streamlines data handling and reduces message overhead.",[12,347,348],{},"Import the following flow and deploy it in the device instance. While I am not covering the step-by-step process here, the explanation below covers what the flow includes and how it works.",[350,351,352],"render-flow",{},[353,354,358],"pre",{"className":355,"code":356,"language":357,"meta":198,"style":198},"language-json shiki shiki-themes material-theme-lighter material-theme 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1",[361,3223,371],{"class":367},[361,3225,390],{"class":367},[361,3227,371],{"class":367},[361,3229,2641],{"class":374},[361,3231,371],{"class":367},[361,3233,110],{"class":367},[361,3235,371],{"class":367},[361,3237,3238],{"class":384},"link",[361,3240,371],{"class":367},[361,3242,390],{"class":367},[361,3244,371],{"class":367},[361,3246,3247],{"class":374},"broadcast",[361,3249,371],{"class":367},[361,3251,460],{"class":367},[361,3253,371],{"class":367},[361,3255,3256],{"class":374},"project",[361,3258,371],{"class":367},[361,3260,110],{"class":367},[361,3262,371],{"class":367},[361,3264,3265],{"class":384},"28a809c6-b8f3-499f-bb20-e357c292b443",[361,3267,371],{"class":367},[361,3269,390],{"class":367},[361,3271,371],{"class":367},[361,3273,658],{"class":374},[361,3275,371],{"class":367},[361,3277,110],{"class":367},[361,3279,371],{"class":367},[361,3281,3282],{"class":384},"${FF_DEVICE_NAME}",[361,3284,371],{"class":367},[361,3286,390],{"class":367},[361,3288,371],{"class":367},[361,3290,483],{"class":374},[361,3292,371],{"class":367},[361,3294,110],{"class":367},[361,3296,3297],{"class":490},"1670",[361,3299,390],{"class":367},[361,3301,371],{"class":367},[361,3303,498],{"class":374},[361,3305,371],{"class":367},[361,3307,110],{"class":367},[361,3309,690],{"class":490},[361,3311,390],{"class":367},[361,3313,371],{"class":367},[361,3315,512],{"class":374},[361,3317,371],{"class":367},[361,3319,3320],{"class":367},":[]}]\n",[12,3322,3323],{},"Let's understand the flow.",[12,3325,3326,3327,3329,3330,3329,3332,3334,3335,3337,3338,3341],{},"In the flow above, four Change nodes are used, each connected to the output of the ",[72,3328,164],{},", ",[72,3331,764],{},[72,3333,886],{},", and ",[72,3336,294],{}," nodes. As mentioned earlier, these nodes provide their data separately as ",[117,3339,3340],{},"msg.payload",". We use Change nodes to modify the message structure before sending the data to ensure a more structured and organized format.",[12,3343,3344,3345,3348,3349,88],{},"Next, a Join node merges the ",[117,3346,3347],{},"msg.data"," objects from all Change nodes into a single data object. After that, another Change node assigns this combined object to ",[117,3350,3340],{},[12,3352,3353],{},"The final combined object appears as shown in the image below:",[12,3355,3356,3360],{},[195,3357],{"alt":3358,"dataZoomable":198,"src":3359},"Combined object containing system data such as CPU usage, memory usage, uptime, and load average.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fcombine-object.png",[201,3361,3358],{},[12,3363,3364,3365,3368],{},"To share this data with other Node-RED instances, we use the ",[72,3366,3367],{},"Project Out"," node, which is available exclusively on FlowFuse. It works similarly to the Node-RED Link nodes, but allows for communication between multiple Instances, and uses MQTT in the background, so also beenfits with topic hierarchies for any communications.",[12,3370,3371,3372,3374],{},"In this Project node, we broadcast the message across all instances in the team using ",[117,3373,3282],{}," as the topic, an environment variable automatically created in all FlowFuse instances.",[12,3376,3377,3381],{},[195,3378],{"alt":3379,"dataZoomable":198,"src":3380},"Image showing the environment variables of Raspberry Pi devices with their values.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fenv.png",[201,3382,3379],{},[12,3384,3385],{},"Using environment variables as the topic enables the same flow to be used across multiple devices without modification, ensuring that each device utilizes its own environment variables (device name) and sends data under its respective topic.",[58,3387,3389],{"id":3388},"visualizing-data-with-the-flowfuse-dashboard","Visualizing Data with the FlowFuse Dashboard",[12,3391,3392],{},"Now that the data is being broadcasted, it can be used to build a simple dashboard that visualizes it with different types of charts.",[12,3394,3395,3399],{},[195,3396],{"alt":3397,"dataZoomable":198,"src":3398},"Dashboard monitoring device CPU usage, memory uptime, and load average","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fdashboard-monitoring-device.png",[201,3400,3397],{},[12,3402,3403,3404,3407],{},"Ensure that a separate ",[72,3405,3406],{},"Hosted Instance"," has been created in the same Team where the hardware is registered. This instance will be used to deploy the dashboard.",[150,3409,3411],{"id":3410},"setting-up-the-data-source","Setting Up the Data Source",[66,3413,3414,3420,3423,3426,3432],{},[69,3415,3416,3417,295],{},"Drag the ",[72,3418,3419],{},"Project In",[69,3421,3422],{},"Double-click on it and select \"Listen for broadcast messages from\".",[69,3424,3425],{},"Choose \"All instances and devices\" from the \"Source\" dropdown menu.",[69,3427,3428,3429,3431],{},"Enter the device name in the topic field, ensuring it matches exactly with the ",[117,3430,3282],{}," device environment variable.",[69,3433,3434,3435,88],{},"Click ",[72,3436,3437],{},"Done",[150,3439,3441],{"id":3440},"memory-usage-visualization","Memory Usage Visualization",[66,3443,3444,3451,3469,3478,3495,3502,3508,3511,3514,3520,3524],{},[69,3445,3446,3447,3450],{},"Drag two ",[72,3448,3449],{},"Change"," nodes onto the canvas.",[69,3452,3453,3454,3456,3457,3459,3460],{},"Double-click on the first ",[72,3455,3449],{}," node. Set ",[117,3458,3340],{}," to:\n",[353,3461,3463],{"className":355,"code":3462,"language":357,"meta":198,"style":198},"payload.MEMORY_USAGE.totalmem - payload.MEMORY_USAGE.freemem\n",[117,3464,3465],{"__ignoreMap":198},[361,3466,3467],{"class":363,"line":364},[361,3468,3462],{"class":1962},[69,3470,3471,3472,3475,3476,88],{},"Set ",[117,3473,3474],{},"msg.topic"," to \"USED MEMORY\" and click ",[72,3477,3437],{},[69,3479,3480,3481,3483,3484,3459,3486],{},"Double-click on the second ",[72,3482,3449],{}," node, Set ",[117,3485,3340],{},[353,3487,3489],{"className":355,"code":3488,"language":357,"meta":198,"style":198},"msg.payload.MEMORY_USAGE.freemem\n",[117,3490,3491],{"__ignoreMap":198},[361,3492,3493],{"class":363,"line":364},[361,3494,3488],{"class":1962},[69,3496,3471,3497,3499,3500,88],{},[117,3498,3474],{}," to \"Free Memory\" and click ",[72,3501,3437],{},[69,3503,161,3504,3507],{},[72,3505,3506],{},"ui-chart"," widget onto the canvas.",[69,3509,3510],{},"Double-click on the widget and create a new Group.",[69,3512,3513],{},"Set the chart type to \"Pie\" and action to \"Append\".",[69,3515,3516,3517,3519],{},"Set X to ",[117,3518,3474],{}," and leave Y empty.",[69,3521,3434,3522,88],{},[72,3523,3437],{},[69,3525,3526],{},"Connect the nodes as follows:",[12,3528,3529],{},"Project In node → Change nodes → ui-chart widget",[150,3531,3533],{"id":3532},"cpu-usage-visualization","CPU Usage Visualization",[66,3535,3536,3539,3560,3563,3566,3569,3572,3575,3578,3581,3584,3586],{},[69,3537,3538],{},"Drag a Change node onto the canvas.",[69,3540,3541,3542,3459,3544],{},"Double-click on the node. Set ",[117,3543,3340],{},[353,3545,3547],{"className":355,"code":3546,"language":357,"meta":198,"style":198},"$round(payload.CPU_USAGE, 2)\n",[117,3548,3549],{"__ignoreMap":198},[361,3550,3551,3554,3557],{"class":363,"line":364},[361,3552,3553],{"class":1962},"$round(payload.CPU_USAGE, ",[361,3555,3556],{"class":490},"2",[361,3558,3559],{"class":1962},")\n",[69,3561,3562],{},"Click Done.",[69,3564,3565],{},"Drag a ui-gauge widget onto the canvas.",[69,3567,3568],{},"Double-click on the widget and create a new group.",[69,3570,3571],{},"Set the height and size.",[69,3573,3574],{},"Select \"3\u002F4 gauge\" with a rounded style.",[69,3576,3577],{},"Set the range from 0 to 100.",[69,3579,3580],{},"Add three segments with colors: 0 (Green), 50 (Yellow), 80 (Red).",[69,3582,3583],{},"Set the label to \"CPU\" and unit to %.",[69,3585,3562],{},[69,3587,3526],{},[12,3589,3590],{},"Project In node → Change node → ui-gauge widget",[150,3592,3594],{"id":3593},"system-uptime-visualization","System Uptime Visualization",[66,3596,3597,3600,3603,3605,3607,3620,3622,3625,3628,3631,3634,3636],{},[69,3598,3599],{},"Drag the Humanizer node onto the canvas.",[69,3601,3602],{},"Double-click on the node and enter \"UPTIME\" in the input variable field.",[69,3604,3562],{},[69,3606,3538],{},[69,3608,3541,3609,3459,3611],{},[117,3610,3340],{},[353,3612,3614],{"className":355,"code":3613,"language":357,"meta":198,"style":198},"msg.payload.humanized\n",[117,3615,3616],{"__ignoreMap":198},[361,3617,3618],{"class":363,"line":364},[361,3619,3613],{"class":1962},[69,3621,3562],{},[69,3623,3624],{},"Drag a ui-text widget onto the canvas.",[69,3626,3627],{},"Double-click on it and create a new group.",[69,3629,3630],{},"Select the correct layout.",[69,3632,3633],{},"Check the \"Apply Styles\" option and select the color, font, and size that best suits your needs.",[69,3635,3562],{},[69,3637,3526],{},[12,3639,3640],{},"Project In node → Humanizer node → Change node → ui-text widget",[12,3642,3643],{},"Below is the complete dashboard flow, which visualizes the system data we collected.",[350,3645,3646],{},[353,3647,3649],{"className":355,"code":3648,"language":357,"meta":198,"style":198},"[{\"id\":\"018657fd6a7e4237\",\"type\":\"project link in\",\"z\":\"797e084100cec864\",\"name\":\"project in 1\",\"project\":\"all\",\"broadcast\":true,\"topic\":\"MacOS\",\"x\":80,\"y\":260,\"wires\":[[\"1335f4283b6bac10\",\"acd675febbdadc6f\",\"f875ddcc0de1c40f\",\"95e3d356bd589be7\",\"7cde186dd1601efb\",\"6448cab78573bf39\",\"d0e232ec780650fa\"]]},{\"id\":\"1335f4283b6bac10\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"Free Memory\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.MEMORY_USAGE.freemem\",\"tot\":\"msg\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"Free Memory\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":270,\"y\":160,\"wires\":[[\"eed0837fccf2639d\"]]},{\"id\":\"eed0837fccf2639d\",\"type\":\"ui-chart\",\"z\":\"797e084100cec864\",\"group\":\"a54eed4c7110dfb5\",\"name\":\"Memory Usage\",\"label\":\"X - msg.topic, Series - msg.series\",\"order\":1,\"chartType\":\"pie\",\"category\":\"Pie\",\"categoryType\":\"str\",\"xAxisLabel\":\"\",\"xAxisProperty\":\"topic\",\"xAxisPropertyType\":\"msg\",\"xAxisType\":\"radial\",\"xAxisFormat\":\"\",\"xAxisFormatType\":\"auto\",\"xmin\":\"\",\"xmax\":\"\",\"yAxisLabel\":\"\",\"yAxisProperty\":\"\",\"yAxisPropertyType\":\"property\",\"ymin\":\"\",\"ymax\":\"\",\"bins\":\"\",\"action\":\"append\",\"stackSeries\":false,\"pointShape\":\"circle\",\"pointRadius\":4,\"showLegend\":true,\"removeOlder\":1,\"removeOlderUnit\":\"3600\",\"removeOlderPoints\":\"\",\"colors\":[\"#0095ff\",\"#ff0000\",\"#ff7f0e\",\"#2ca02c\",\"#98df8a\",\"#d62728\",\"#ff9896\",\"#9467bd\",\"#c5b0d5\"],\"textColor\":[\"#666666\"],\"textColorDefault\":true,\"gridColor\":[\"#e5e5e5\"],\"gridColorDefault\":true,\"width\":\"3\",\"height\":\"3\",\"className\":\"\",\"interpolation\":\"linear\",\"x\":520,\"y\":140,\"wires\":[[]]},{\"id\":\"acd675febbdadc6f\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"Used Memory\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.MEMORY_USAGE.totalmem - payload.MEMORY_USAGE.freemem\",\"tot\":\"jsonata\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"Used Memory\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":280,\"y\":120,\"wires\":[[\"eed0837fccf2639d\"]]},{\"id\":\"f875ddcc0de1c40f\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"CPU Overall Usage\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"$round(payload.CPU_USAGE, 2)\",\"tot\":\"jsonata\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"CPU Overall Usage\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":290,\"y\":260,\"wires\":[[\"a777eb57611ddd60\"]]},{\"id\":\"a777eb57611ddd60\",\"type\":\"ui-gauge\",\"z\":\"797e084100cec864\",\"name\":\"\",\"group\":\"0d1f7e47031c74c1\",\"order\":1,\"width\":\"4\",\"height\":\"5\",\"gtype\":\"gauge-34\",\"gstyle\":\"rounded\",\"title\":\"CPU \",\"units\":\"units\",\"icon\":\"\",\"prefix\":\"\",\"suffix\":\"\",\"segments\":[{\"from\":\"0\",\"color\":\"#5cd65c\"},{\"from\":\"4\",\"color\":\"#ffc800\"},{\"from\":\"7\",\"color\":\"#ea5353\"}],\"min\":0,\"max\":10,\"sizeThickness\":16,\"sizeGap\":4,\"sizeKeyThickness\":8,\"styleRounded\":true,\"styleGlow\":false,\"className\":\"\",\"x\":490,\"y\":260,\"wires\":[]},{\"id\":\"95e3d356bd589be7\",\"type\":\"humanizer\",\"z\":\"797e084100cec864\",\"name\":\"\",\"input\":\"UPTIME\",\"x\":290,\"y\":340,\"wires\":[[\"9d237ff676ad6083\"]]},{\"id\":\"79e5bdfa309d27ea\",\"type\":\"ui-text\",\"z\":\"797e084100cec864\",\"group\":\"3827fa7650fa2fa1\",\"order\":1,\"width\":\"4\",\"height\":\"5\",\"name\":\"Uptime\",\"label\":\"\",\"format\":\"{{msg.payload}}\",\"layout\":\"col-center\",\"style\":true,\"font\":\"\",\"fontSize\":\"99\",\"color\":\"#0056d6\",\"wrapText\":false,\"className\":\"\",\"x\":680,\"y\":340,\"wires\":[]},{\"id\":\"9d237ff676ad6083\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.humanized\",\"tot\":\"msg\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":480,\"y\":340,\"wires\":[[\"79e5bdfa309d27ea\"]]},{\"id\":\"7cde186dd1601efb\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"One Minute (LOAD_AVERAGE)\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.LOAD_AVERAGE.ONE_MIN\",\"tot\":\"jsonata\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"One Minute\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":330,\"y\":400,\"wires\":[[\"b5bf2c8c93abb5a9\"]]},{\"id\":\"6448cab78573bf39\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"Five Minute (LOAD_AVERAGE)\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.LOAD_AVERAGE.FIVE_MIN\",\"tot\":\"jsonata\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"Five Minute\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":330,\"y\":440,\"wires\":[[\"b5bf2c8c93abb5a9\"]]},{\"id\":\"d0e232ec780650fa\",\"type\":\"change\",\"z\":\"797e084100cec864\",\"name\":\"Fifteen Minute (LOAD_AVERAGE)\",\"rules\":[{\"t\":\"set\",\"p\":\"payload\",\"pt\":\"msg\",\"to\":\"payload.LOAD_AVERAGE.FIFTEEN_MIN\",\"tot\":\"jsonata\"},{\"t\":\"set\",\"p\":\"topic\",\"pt\":\"msg\",\"to\":\"Fifteen Minute\",\"tot\":\"str\"}],\"action\":\"\",\"property\":\"\",\"from\":\"\",\"to\":\"\",\"reg\":false,\"x\":340,\"y\":480,\"wires\":[[\"b5bf2c8c93abb5a9\"]]},{\"id\":\"b5bf2c8c93abb5a9\",\"type\":\"ui-chart\",\"z\":\"797e084100cec864\",\"group\":\"0c78dcb3aefb38a8\",\"name\":\"LOAD AVERAGE\",\"label\":\"chart\",\"order\":1,\"chartType\":\"line\",\"category\":\"topic\",\"categoryType\":\"msg\",\"xAxisLabel\":\"\",\"xAxisProperty\":\"\",\"xAxisPropertyType\":\"timestamp\",\"xAxisType\":\"time\",\"xAxisFormat\":\"\",\"xAxisFormatType\":\"auto\",\"xmin\":\"\",\"xmax\":\"\",\"yAxisLabel\":\"\",\"yAxisProperty\":\"payload\",\"yAxisPropertyType\":\"msg\",\"ymin\":\"\",\"ymax\":\"\",\"bins\":10,\"action\":\"append\",\"stackSeries\":false,\"pointShape\":\"dash\",\"pointRadius\":4,\"showLegend\":true,\"removeOlder\":1,\"removeOlderUnit\":\"3600\",\"removeOlderPoints\":\"\",\"colors\":[\"#0095ff\",\"#ff0000\",\"#ff7f0e\",\"#2ca02c\",\"#a347e1\",\"#d62728\",\"#ff9896\",\"#9467bd\",\"#c5b0d5\"],\"textColor\":[\"#666666\"],\"textColorDefault\":true,\"gridColor\":[\"#e5e5e5\"],\"gridColorDefault\":true,\"width\":\"12\",\"height\":\"6\",\"className\":\"\",\"interpolation\":\"linear\",\"x\":610,\"y\":440,\"wires\":[[]]},{\"id\":\"a54eed4c7110dfb5\",\"type\":\"ui-group\",\"name\":\"Memory Usage\",\"page\":\"d0621b8f20aee671\",\"width\":\"3\",\"height\":\"3\",\"order\":3,\"showTitle\":true,\"className\":\"\",\"visible\":\"true\",\"disabled\":\"false\",\"groupType\":\"default\"},{\"id\":\"0d1f7e47031c74c1\",\"type\":\"ui-group\",\"name\":\"CPU Usage\",\"page\":\"d0621b8f20aee671\",\"width\":\"4\",\"height\":\"5\",\"order\":2,\"showTitle\":true,\"className\":\"\",\"visible\":\"true\",\"disabled\":\"false\",\"groupType\":\"default\"},{\"id\":\"3827fa7650fa2fa1\",\"type\":\"ui-group\",\"name\":\"SYSTEM UPTIME\",\"page\":\"d0621b8f20aee671\",\"width\":\"5\",\"height\":\"5\",\"order\":1,\"showTitle\":true,\"className\":\"\",\"visible\":\"true\",\"disabled\":\"false\",\"groupType\":\"default\"},{\"id\":\"0c78dcb3aefb38a8\",\"type\":\"ui-group\",\"name\":\"Load 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Device Monitoring with FlowFuse",[12,9944,9945],{},"Now that we have learned how to monitor a single device, built a flow to gather system data, and created a dashboard to visualize those metrics, the real challenge arises when scaling up to thousands or even tens of thousands of devices. Manually creating a system data-gathering flow for each device would be impractical. However, FlowFuse can automate this process in less than five minutes. Let's see how.",[150,9947,9949],{"id":9948},"creating-device-group","Creating Device Group",[66,9951,9952],{},[69,9953,9954],{},"Navigate to the FlowFuse platform and go to the Application where your devices are and where you want to create a group. Ensure that all the devices you want to monitor are part of this application.",[12,9956,9957,9961,9964],{},[195,9958],{"alt":9959,"dataZoomable":198,"src":9960},"Showing the option to switch to \"Device Groups\" and the \"Add Device Group\" button.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Foption-add-device-group.png",[9962,9963],"br",{},[201,9965,9959],{},[66,9967,9968],{},[69,9969,9970],{},"Click on \"Device Groups\" from the top menu. Next, click on the \"Add Device Group\" button. In the newly opened window, enter a group name and description, then click \"Create\".",[12,9972,9973,9977,9979],{},[195,9974],{"alt":9975,"dataZoomable":198,"src":9976},"Form to Create a Device Group: Enter the group name and description ","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fdevice-group-form-create.png",[9962,9978],{},[201,9980,9981],{},"Form to Create a Device Group: Enter the group name and description",[66,9983,9985],{"start":9984},2,[69,9986,9987],{},"Click on the newly created group and then click the \"Edit\" button at the top-right.",[12,9989,9990,9994,9996],{},[195,9991],{"alt":9992,"dataZoomable":198,"src":9993},"Image showing the edit button to be clicked on.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fedit-device-group.png",[9962,9995],{},[201,9997,9992],{},[66,9999,10001],{"start":10000},3,[69,10002,10003],{},"Next, in the left-side container, you will see a list of all available devices in your application. Select the devices you want to add to the group (make sure to add only the devices that require the deployment of the flow built to gather system metrics). Click the \"Add Devices\" button at the top-right of that container, and then click \"Save Changes\". Once done, you will see all added devices in the right-side container, confirming that they have been successfully added to the group.",[12,10005,10006,10010,10012],{},[195,10007],{"alt":10008,"dataZoomable":198,"src":10009},"Interface to select the devices that need to be added to the group, along with the 'Add Devices' button.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fdevice-group-device-adding.png",[9962,10011],{},[201,10013,10014],{},"Interface to select the devices that must be added to the group, along with the 'Add Devices' button.",[12,10016,10017,10021,10023],{},[195,10018],{"alt":10019,"dataZoomable":198,"src":10020},"Showing the selected devices we chose to add, along with the 'Save Changes' button.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fsave-changes-to-add-devices.png",[9962,10022],{},[201,10024,10019],{},[150,10026,10028],{"id":10027},"creating-snapshot","Creating Snapshot",[66,10030,10031,10034],{},[69,10032,10033],{},"Navigate to the Remote Instance on which we developed the flow to monitor performance. Switch to \"Version History\" by clicking on \"Version History\" from the top.",[69,10035,10036],{},"Go to the Snapshots tab and create a new snapshot by clicking the \"Create Snapshot\" button. Enter details such as the name and description. While making the snapshot, ensure the \"Set as Target\" option is checked before clicking \"Create\". Enabling this option sets the created snapshot as the device’s active snapshot. Later, this snapshot will be used for deployment on devices within the device group via the DevOps pipeline.",[12,10038,10039,10043,10045],{},[195,10040],{"alt":10041,"dataZoomable":198,"src":10042},"Showing the option to switch to \"Version history\" and the \"Create Snapshot\" button.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fcreate-snapshot.png",[9962,10044],{},[201,10046,10041],{},[12,10048,10049,10053,10055],{},[195,10050],{"alt":10051,"dataZoomable":198,"src":10052},"\"Showing the form to create a snapshot and the \"Set as Target\" option.\"","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fset-active-snapshot.png",[9962,10054],{},[201,10056,10057],{},"Showing the form to create a snapshot and the \"Set as Target\" option.",[12,10059,10060,10061,88],{},"If you want to learn more about snapshots, you can read our article ",[16,10062,10064],{"href":10063},"\u002Fblog\u002F2024\u002F09\u002Fnode-red-version-control-with-snapshots\u002F","Using Snapshots for Version Control in Node-RED with FlowFuse",[150,10066,10068],{"id":10067},"creating-a-devops-pipeline","Creating a DevOps Pipeline",[66,10070,10071],{},[69,10072,10073],{},"Navigate to the application where the devices were added and the device group was created. Switch to the \"Pipelines\" tab at the top, then click \"Add Pipeline\". In the newly opened window, enter a pipeline name.",[12,10075,10076,10080,10082],{},[195,10077],{"alt":10078,"dataZoomable":198,"src":10079},"Image showing the 'Add Pipeline' button.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fadd-pipeline-button.png",[9962,10081],{},[201,10083,10078],{},[12,10085,10086,10090,10092],{},[195,10087],{"alt":10088,"dataZoomable":198,"src":10089},"Image showing the form to create a pipeline by entering a name.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fpipeline-creation-form.png",[9962,10091],{},[201,10093,10088],{},[66,10095,10096],{"start":9984},[69,10097,10098],{},"In the newly added pipeline, click \"Add Stage\".",[12,10100,10101,10105,10107],{},[195,10102],{"alt":10103,"dataZoomable":198,"src":10104},"Image showing the button to add a stage.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fadding-stage-button.png",[9962,10106],{},[201,10108,10103],{},[66,10110,10111],{"start":10000},[69,10112,10113],{},"In the newly opened window, select \"Remote Instance\" as the stage type, enter a stage name, and select the device where the flow was previously built for a single device. Under \"Action,\" select \"Use active snapshot\" and click \"Add Stage\".",[12,10115,10116,10120,10122],{},[195,10117],{"alt":10118,"dataZoomable":198,"src":10119},"Image showing the form to add a stage, where a stage is being added for a Raspberry Pi remote instance.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Frpi-stage.png",[9962,10121],{},[201,10123,10118],{},[66,10125,10127],{"start":10126},4,[69,10128,10129],{},"To add another stage, select \"Device Group\" as the stage type, enter a stage name, choose the previously created device group, and click \"Add Stage.\"",[12,10131,10132,10136,10138],{},[195,10133],{"alt":10134,"dataZoomable":198,"src":10135},"Image showing the form to add a stage, where a stage is being added for a Device Group.","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fproduction-with-deviec-group.png",[9962,10137],{},[201,10139,10134],{},[66,10141,10143],{"start":10142},5,[69,10144,10145],{},"Before moving further, ensure all devices are in fleet mode.",[12,10147,10148,10152,10154],{},[195,10149],{"alt":10150,"dataZoomable":198,"src":10151},"Image showing the fleet mode status of the device (disabling the developer mode option will set the device to fleet mode).","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Ffleet-mode.png",[9962,10153],{},[201,10155,10150],{},[66,10157,10159],{"start":10158},6,[69,10160,10161],{},"Once both stages are added, click the 'Run Pipeline' button for the first stage. Running the pipeline will deploy the active snapshot to the devices in the device group, including all settings, environment variables, and flows of that instance. Whether the device group has two devices or thousands, the deployment will be completed efficiently and quickly.",[12,10163,10164,10165,88],{},"To learn more about DevOps pipelines, read the article: ",[16,10166,10168],{"href":10167},"\u002Fblog\u002F2024\u002F10\u002Fhow-to-build-automate-devops-pipelines-node-red-deployments\u002F","Creating and Automating DevOps Pipelines for Node-RED in Industrial Environments",[12,10170,10171,10172,10176],{},"Now, you have the system data of all devices broadcasted on the topic and the device name. To monitor each device, go to the dashboard instance, copy the flow, and create copies for each device. Ensure that you replace the topic with the corresponding device name. Additionally, create a separate page for each device, assign them to separate groups, and correctly move all copied widgets into the appropriate groups. Alternatively, follow ",[16,10173,10175],{"href":10174},"#visualizing-data-with-the-flowfuse-dashboard","these steps"," again for each device, and you will have a centralized dashboard monitoring thousands of devices live.",[27,10178],{"videoid":29,"params":30,"style":31,"title":32},[34,10180,10182],{"id":10181},"conclusion","Conclusion",[12,10184,10185],{},"Building a monitoring flow in Node-RED is simple. It allows you to track key system metrics like CPU usage, memory, and uptime with minimal effort. Its low-code Interface makes it easy to create and deploy monitoring solutions quickly.",[12,10187,10188],{},"However, manually deploying this monitoring flow across 10,000 or even 100,000 devices can be a complex and time-consuming task. This is where FlowFuse makes a difference. With features like Device Groups and DevOps pipelines, you can deploy your application from a single device or hosted Node-RED instance to thousands of devices with just a single click. 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Track CPU usage, memory, and other key metrics, and efficiently scale device monitoring with FlowFuse to thousands of devices.","md","\u002Fblog\u002F2025\u002F02\u002Fimages\u002Fmonitoring-device-health-and-performance-at-scale.png",{"keywords":10223,"excerpt":10224},"real-time device monitoring, FlowFuse for IoT monitoring, scalable edge device monitoring, remote device performance tracking, centralized device monitoring dashboard, optimizing IoT device health, real-time performance tracking with Node-RED, remote monitoring for industrial automation",{"type":9,"value":10225},[10226],[12,10227,14,10228,22],{},[16,10229,21],{"href":18,"rel":10230},[20],true,"\u002Fblog\u002F2025\u002F02\u002Fmonitoring-system-health-performance-scale-flowfuse",{"title":5,"description":10219},{"loc":10232},"blog\u002F2025\u002F02\u002Fmonitoring-system-health-performance-scale-flowfuse","Track and Optimize Edge Device Performance with Node-RED and FlowFuse.",[10238,10239],"node-red","flowfuse","9cXnWXnq4FlAcjJAri4Br-uTW5tO8ZwKmzjkQtKeMYs",{"id":10242,"extension":10243,"meta":10244,"sections":10245,"stem":10632,"__hash__":10633},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[10246,10297,10396,10458,10535,10614],{"id":10247,"title":10248,"features":10249},"ai-automation","AI & Automation",[10250,10260,10270,10280,10286,10292],{"id":10251,"title":10252,"description":10253,"docsLink":10254,"changelog":10255,"tiers":10259},"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",[10256],{"url":10257,"release":10258},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":10231,"hub":10231,"fleet":10231},{"id":10261,"title":10262,"description":10263,"docsLink":10264,"changelog":10265,"subfeature":10231,"showOnPricing":10268,"tiers":10269},"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",[10266],{"url":10267,"release":10258},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":10231,"hub":10231,"fleet":10231},{"id":10271,"title":10272,"description":10273,"docsLink":10274,"changelog":10275,"subfeature":10231,"showOnPricing":10268,"tiers":10279},"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",[10276],{"url":10277,"release":10278},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":10231,"hub":10231,"fleet":10231},{"id":10281,"title":10282,"description":10283,"docsLink":10284,"subfeature":10231,"beta":10231,"showOnPricing":10268,"tiers":10285},"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":10231,"hub":10231,"fleet":10231},{"id":10287,"title":10288,"description":10289,"docsLink":10290,"tiers":10291},"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":10231,"hub":10231,"fleet":10231},{"id":10293,"title":10294,"description":10295,"tiers":10296},"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":10231,"hub":10231,"fleet":10231},{"id":2659,"title":10298,"features":10299},"Build",[10300,10305,10311,10321,10327,10333,10337,10343,10349,10357,10363,10367,10371,10380,10388],{"id":10301,"title":10302,"description":10303,"docsLink":86,"tiers":10304},"edge-development","Edge Development","Develop and test Node-RED flows directly on edge devices with a remote editor proxy.",{"edge":10231,"hub":10268,"fleet":10231},{"id":10306,"title":10307,"description":10308,"docsLink":10309,"tiers":10310},"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":10231,"hub":10231,"fleet":10231},{"id":10312,"title":10313,"description":10314,"docsLink":10315,"changelog":10316,"tiers":10320},"flowfuse-tables","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",[10317],{"url":10318,"release":10319},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":10231,"hub":10231,"fleet":10231},{"id":10322,"title":10323,"description":10324,"docsLink":10325,"tiers":10326},"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":10231,"hub":10231,"fleet":10231},{"id":10328,"title":10329,"description":10330,"docsLink":10331,"showOnPricing":10268,"tiers":10332},"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":10231,"hub":10231,"fleet":10231},{"id":10334,"title":10335,"showOnPricing":10268,"tiers":10336},"static-assets","Static Assets",{"edge":10231,"hub":10231,"fleet":10231},{"id":10338,"title":10339,"description":10340,"docsLink":10341,"tiers":10342},"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":10231,"hub":10231,"fleet":10231},{"id":10344,"title":10345,"description":10346,"docsLink":10347,"tiers":10348},"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":10231,"hub":10231,"fleet":10231},{"id":10350,"title":10351,"description":10352,"changelog":10353,"subfeature":10231,"showOnPricing":10268,"tiers":10356},"dashboards-view","Dashboards View","Browse and open every dashboard across your team from a dedicated Dashboards view, at both team and application level, without leaving FlowFuse.",[10354],{"url":10355,"release":10319},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10358,"title":10359,"description":10360,"docsLink":10361,"tiers":10362},"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":10231,"hub":10231,"fleet":10231},{"id":10364,"title":10365,"subfeature":10231,"showOnPricing":10268,"tiers":10366},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":10231,"hub":10268,"fleet":10231},{"id":10368,"title":10369,"subfeature":10231,"showOnPricing":10268,"tiers":10370},"blueprints-it-apps","Blueprints - IT APPS",{"edge":10268,"hub":10231,"fleet":10268},{"id":10372,"title":10373,"description":10374,"changelog":10375,"showOnPricing":10268,"tiers":10379},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[10376],{"url":10377,"release":10378},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":10231,"hub":10231,"fleet":10231},{"id":10381,"title":10382,"description":10383,"changelog":10384,"showOnPricing":10268,"tiers":10387},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[10385],{"url":10386,"release":10278},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10389,"title":10390,"description":10391,"changelog":10392,"showOnPricing":10268,"tiers":10395},"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.",[10393],{"url":10394,"release":10378},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10397,"title":10398,"features":10399},"deploy","Deploy",[10400,10406,10415,10421,10427,10433,10439,10445,10450],{"id":10401,"title":10402,"description":10403,"docsLink":10404,"tiers":10405},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":10231,"hub":10231,"fleet":10231},{"id":10407,"title":10408,"description":10409,"docsLink":10410,"changelog":10411,"tiers":10414},"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",[10412],{"url":10413,"release":10258},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":10231,"hub":10268,"fleet":10231},{"id":10416,"title":10417,"description":10418,"docsLink":10419,"tiers":10420},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":10268,"hub":10231,"fleet":10268},{"id":10422,"title":10423,"description":10424,"docsLink":10425,"tiers":10426},"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":10231,"hub":10268,"fleet":10231},{"id":10428,"title":10429,"description":10430,"docsLink":10431,"showOnPricing":10268,"tiers":10432},"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":10231,"hub":10231,"fleet":10231},{"id":10434,"title":10435,"description":10436,"docsLink":10437,"tiers":10438},"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":10231,"hub":10231,"fleet":10231},{"id":10440,"title":10441,"description":10442,"docsLink":10443,"tiers":10444},"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":10268,"hub":10231,"fleet":10268},{"id":10446,"title":10447,"description":10448,"docsLink":10443,"subfeature":10231,"showOnPricing":10268,"tiers":10449},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":10268,"hub":10231,"fleet":10268},{"id":10451,"title":10452,"description":10453,"docsLink":10443,"changelog":10454,"subfeature":10231,"showOnPricing":10268,"tiers":10457},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[10455],{"url":10456,"release":10378},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":10268,"hub":10231,"fleet":10268},{"id":10459,"title":10460,"features":10461},"operate-maintain","Operate & Maintain",[10462,10468,10474,10479,10487,10491,10495,10500,10506,10512,10517,10523,10527,10531],{"id":10463,"title":10464,"description":10465,"docsLink":10466,"tiers":10467},"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":10231,"hub":10231,"fleet":10231},{"id":10469,"title":10470,"description":10471,"docsLink":10472,"subfeature":10231,"showOnPricing":10268,"tiers":10473},"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":10231,"hub":10231,"fleet":10231},{"id":10475,"title":10476,"description":10477,"docsLink":10472,"subfeature":10231,"showOnPricing":10268,"tiers":10478},"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":10231,"hub":10231,"fleet":10231},{"id":10480,"title":10481,"description":10482,"changelog":10483,"subfeature":10231,"showOnPricing":10268,"tiers":10486},"snapshot-comparison","Snapshot Comparison","Compare two snapshots side-by-side with a navigable diff view. Step through every changed, added, or deleted node and see property and code diffs.",[10484],{"url":10485,"release":10378},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10488,"title":10489,"subfeature":10231,"showOnPricing":10268,"tiers":10490},"version-history-timeline","Version History Timeline",{"edge":10231,"hub":10231,"fleet":10231},{"id":10492,"title":10493,"tiers":10494},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":10231,"hub":10231,"fleet":10231},{"id":10496,"title":10497,"description":10498,"tiers":10499},"device-fleet-updates","Device Fleet Updates","Connect to edge devices to quickly assess and update logic. Debug one device and roll out improvements to your fleet in minutes, securely without requiring full device access for your whole organisation.",{"edge":10231,"hub":10268,"fleet":10231},{"id":10501,"title":10502,"description":10503,"docsLink":10504,"tiers":10505},"device-group-management","Device Group Management","Logically group devices assigned to an application and integrate device groups into your DevOps Pipeline for coordinated fleet updates.","\u002Fdocs\u002Fuser\u002Fdevice-groups\u002F",{"edge":10231,"hub":10268,"fleet":10231},{"id":10507,"title":10508,"description":10509,"docsLink":10510,"tiers":10511},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":10268,"hub":10231,"fleet":10268},{"id":10513,"title":10514,"description":10515,"tiers":10516},"performance-monitoring","Performance Monitoring & Alerts","Track CPU, memory, and event loop performance across your instances and devices, with email alerts when something needs your attention.",{"edge":10231,"hub":10231,"fleet":10231},{"id":10518,"title":10519,"description":10520,"docsLink":10521,"subfeature":10231,"showOnPricing":10268,"tiers":10522},"instance-monitoring","Instance Monitoring","Enable alerts to be sent via email when your Node-RED instances encounter issues.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#alerts",{"edge":10231,"hub":10231,"fleet":10231},{"id":10524,"title":10525,"subfeature":10231,"showOnPricing":10268,"tiers":10526},"email-alerts","Email Alerts",{"edge":10231,"hub":10231,"fleet":10231},{"id":10528,"title":10529,"showOnPricing":10268,"tiers":10530},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":10231,"hub":10231,"fleet":10231},{"id":10532,"title":10533,"tiers":10534},"protected-instances","Protected Instances",{"edge":10268,"hub":10231,"fleet":10268},{"id":10536,"title":10537,"features":10538},"govern-secure","Govern and Secure",[10539,10548,10554,10560,10565,10571,10577,10583,10591,10597,10603,10609],{"id":10540,"title":10541,"description":10542,"docsLink":10543,"changelog":10544,"tiers":10547},"single-sign-on","Single Sign-On (SSO)","Configure FlowFuse to work with your own SSO provider, allowing users to access FlowFuse with a single set of login credentials.","\u002Fdocs\u002Fadmin\u002Fsso\u002F",[10545],{"url":10546,"release":10319},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10549,"title":10550,"description":10551,"docsLink":10552,"tiers":10553},"two-factor-authentication","Two-Factor Authentication","Two-factor authentication adds an extra layer of security to your FlowFuse account.","\u002Fdocs\u002Fuser\u002Fuser-settings\u002F#two-factor-authentication",{"edge":10231,"hub":10231,"fleet":10231},{"id":10555,"title":10556,"description":10557,"docsLink":10558,"tiers":10559},"certified-nodes-it","Certified Nodes - IT","IT certified node bundle includes: Redis, MQTT, HTTP Request, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server","\u002Fblog\u002F2025\u002F07\u002Fcertified-nodes-v2\u002F",{"edge":10268,"hub":10231,"fleet":10231},{"id":10561,"title":10562,"description":10563,"tiers":10564},"certified-nodes-ot","Certified OT Connections - OPC-UA, Modbus, etc.","OT certified node bundle includes: OPC-UA, Modbus TCP & RTU, RTSP, EtherNet\u002FIP, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server",{"edge":10231,"hub":10268,"fleet":10268},{"id":10566,"title":10567,"description":10568,"docsLink":10569,"tiers":10570},"audit-log","Audit Log","Keep track of everything going on in your Node-RED instances and FlowFuse. Audit Logs provide details on what actions have taken place, when they happened, and who did them.","\u002Fdocs\u002Fuser\u002Flogs\u002F#audit-log",{"edge":10231,"hub":10231,"fleet":10231},{"id":10572,"title":10573,"description":10574,"docsLink":10575,"tiers":10576},"role-based-access-control","Role-Based Access Control","Control who can do what at both the team and application level, from viewers to admins.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10578,"title":10579,"description":10580,"docsLink":10581,"subfeature":10231,"showOnPricing":10268,"tiers":10582},"application-level-rbac","Application-Level RBAC","Fine-grained access control per application, allowing team members to have different permission levels across different applications without requiring separate teams.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F#application-level-rbac",{"edge":10231,"hub":10231,"fleet":10231},{"id":10584,"title":10585,"description":10586,"changelog":10587,"subfeature":10231,"showOnPricing":10268,"tiers":10590},"scoped-personal-access-tokens","Scoped Personal Access Tokens","Restrict a Personal Access Token to specific teams, limit it to read-only operations, or control whether it carries admin privileges.",[10588],{"url":10589,"release":10319},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":10231,"hub":10231,"fleet":10231},{"id":10592,"title":10593,"description":10594,"docsLink":10595,"showOnPricing":10268,"tiers":10596},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":10231,"hub":10231,"fleet":10231},{"id":10598,"title":10599,"description":10600,"docsLink":10601,"showOnPricing":10268,"tiers":10602},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED instances using FlowFuse credentials.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#security",{"edge":10231,"hub":10231,"fleet":10231},{"id":10604,"title":10605,"description":10606,"docsLink":10607,"tiers":10608},"baa-for-hipaa","BAA for HIPAA","FlowFuse can sign a Business Associate Agreement to ensure proper safeguarding of protected health information handled on your behalf.","\u002Fhandbook\u002Fsales\u002Fsubscription-agreement-1.5\u002F",{"edge":10268,"hub":10231,"fleet":10268},{"id":10610,"title":10611,"description":10612,"tiers":10613},"sbom","Software Bill of Materials","A complete list of all software components used in your Node-RED instances and hosted applications, including version numbers and license information.",{"edge":10268,"hub":10231,"fleet":10268},{"id":10615,"title":10616,"features":10617},"support","Support",[10618,10623,10627],{"id":10619,"title":10620,"docsLink":10621,"tiers":10622},"installation-support","Installation Support","\u002Fdocs\u002Finstall\u002Fintroduction\u002F#do-you-need-help-installation-service",{"edge":10231,"hub":10231,"fleet":10231},{"id":10624,"title":10625,"showOnPricing":10268,"tiers":10626},"live-chat-support","Live Chat Support",{"edge":10231,"hub":10231,"fleet":10231},{"id":10628,"title":10629,"docsLink":10630,"tiers":10631},"enterprise-support","Enterprise Support","\u002Fdocs\u002Fpremium-support\u002F",{"edge":10231,"hub":10231,"fleet":10231},"feature-catalog","0AnkhTIPCECCwP9NmbTWP5HvRYx4FTSao4lG93-HaWM",[10635,10638,10641,10644,10647,10650,10652,10655,10658,10661,10664,10666,10669,10672,10675,10678,10681,10684,10687,10690,10693,10696,10699,10702,10705,10708,10711,10714,10717,10720,10723,10726,10729,10732,10735,10738,10741,10744,10747,10750,10753,10756,10759,10762,10765,10768,10771,10774,10777,10779,10782,10785,10788,10791,10794,10797,10800,10802,10805,10808,10811,10814,10817,10819,10822,10825,10828,10831,10834,10837,10840,10843,10846,10849,10851,10854,10857,10860,10863,10866,10869,10872,10875,10878,10881,10884,10887,10890,10893,10895,10898,10901,10904,10907,10910,10913,10916,10919,10922,10925,10928,10931,10934,10937,10940,10943,10946,10949,10951,10954,10957,10960,10963,10966,10969,10972,10974,10977,10980,10983,10986,10989,10992,10995,10998,11001,11004,11007,11010,11013,11016,11019,11022,11025,11028,11031,11034,11037,11040,11043,11046,11049,11052,11055,11058,11061,11064,11067,11070,11073,11076,11079,11082,11085,11088,11091,11094,11097,11100,11103,11106,11109,11112,11115,11118,11121,11124,11126,11129,11132,11135,11138,11141,11144,11147,11150,11153,11156,11159,11162,11165],{"path":10636,"title":10637},"\u002Fchangelog\u002F2023\u002F09\u002Fcustom-node-support","Custom Node Support",{"path":10639,"title":10640},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":10642,"title":10643},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":10645,"title":10646},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":10648,"title":10649},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":10651,"title":10359},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":10653,"title":10654},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":10656,"title":10657},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":10659,"title":10660},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":10662,"title":10663},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":10665,"title":10550},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":10667,"title":10668},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":10670,"title":10671},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":10673,"title":10674},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":10676,"title":10677},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":10679,"title":10680},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":10682,"title":10683},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":10685,"title":10686},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log Events",{"path":10688,"title":10689},"\u002Fchangelog\u002F2023\u002F12\u002Fnode-red-updated","Node-RED 3.1.3 now available",{"path":10691,"title":10692},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-audit-log","Introducing the Device Auditlog Feature",{"path":10694,"title":10695},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-groups-snapshot","Device Groups - Automatic snapshot assignment",{"path":10697,"title":10698},"\u002Fchangelog\u002F2024\u002F01\u002Ffleet-mode","Renaming \"Default Device Mode\" to \"Fleet Mode\"",{"path":10700,"title":10701},"\u002Fchangelog\u002F2024\u002F01\u002Fhelm-v2","Helm Chart v2.0",{"path":10703,"title":10704},"\u002Fchangelog\u002F2024\u002F01\u002Fnew-blueprints","New Blueprints added",{"path":10706,"title":10707},"\u002Fchangelog\u002F2024\u002F01\u002Fsecurity-updates","Security Updates",{"path":10709,"title":10710},"\u002Fchangelog\u002F2024\u002F01\u002Fsso-team-membership","Managing Team Membership via SSO",{"path":10712,"title":10713},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":10715,"title":10716},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":10718,"title":10719},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":10721,"title":10722},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":10724,"title":10725},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":10727,"title":10728},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":10730,"title":10731},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":10733,"title":10734},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":10736,"title":10737},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":10739,"title":10740},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":10742,"title":10743},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":10745,"title":10746},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":10748,"title":10749},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":10751,"title":10752},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":10754,"title":10755},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":10757,"title":10758},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public Routes",{"path":10760,"title":10761},"\u002Fchangelog\u002F2024\u002F05\u002Finstance-healthcheck","Customizing instance health-check settings",{"path":10763,"title":10764},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-blueprints","Blueprints added to Library",{"path":10766,"title":10767},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-flowviewer","Team Library - Flow Viewer",{"path":10769,"title":10770},"\u002Fchangelog\u002F2024\u002F05\u002Fmanaging-node-red-version-on-devices","Managing Node-RED versions on Devices",{"path":10772,"title":10773},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements","Snapshot Improvements",{"path":10775,"title":10776},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements-pt3","Snapshot Upload",{"path":10778,"title":10776},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-upload",{"path":10780,"title":10781},"\u002Fchangelog\u002F2024\u002F06\u002Fdevice-agent-proxy-support","Running the Device Agent behind an HTTP proxy",{"path":10783,"title":10784},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":10786,"title":10787},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":10789,"title":10790},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":10792,"title":10793},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":10795,"title":10796},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":10798,"title":10799},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":10801,"title":10799},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":10803,"title":10804},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":10806,"title":10807},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse Expert",{"path":10809,"title":10810},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant-json","FlowFuse Expert Writes JSON",{"path":10812,"title":10813},"\u002Fchangelog\u002F2024\u002F07\u002Fimmersive-editor","Immersive Editor Experience",{"path":10815,"title":10816},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-inbox","Notifications Inbox",{"path":10818,"title":10816},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-update",{"path":10820,"title":10821},"\u002Fchangelog\u002F2024\u002F07\u002Fpersistent-storage","Persistent Storage on FlowFuse Cloud",{"path":10823,"title":10824},"\u002Fchangelog\u002F2024\u002F07\u002Fsso","Single Sign On Updates",{"path":10826,"title":10827},"\u002Fchangelog\u002F2024\u002F08\u002Fbill-of-materials","Bill of Materials",{"path":10829,"title":10830},"\u002Fchangelog\u002F2024\u002F08\u002Fenterprise-license-update","Enforcing Enterprise Restrictions",{"path":10832,"title":10833},"\u002Fchangelog\u002F2024\u002F08\u002Fldap-sso-groups","LDAP Single Sign On Updates",{"path":10835,"title":10836},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":10838,"title":10839},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":10841,"title":10842},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":10844,"title":10845},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":10847,"title":10848},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":10850,"title":10489},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":10852,"title":10853},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":10855,"title":10856},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 released",{"path":10858,"title":10859},"\u002Fchangelog\u002F2024\u002F11\u002Fmqtt-topic-hierarchy","MQTT Topic Hierarchy view",{"path":10861,"title":10862},"\u002Fchangelog\u002F2024\u002F11\u002Fteam-search","Team-wide search",{"path":10864,"title":10865},"\u002Fchangelog\u002F2024\u002F12\u002Fdashboad-iframe","Allow Dashboards to be embedded in iFrames",{"path":10867,"title":10868},"\u002Fchangelog\u002F2024\u002F12\u002Fdevice-editor-cache","Device Editor Access Speed Up",{"path":10870,"title":10871},"\u002Fchangelog\u002F2024\u002F12\u002Fteam-bom-timeline","Team BOM and Pipeline Views",{"path":10873,"title":10874},"\u002Fchangelog\u002F2025\u002F01\u002Ffree-tier-onboarding","New Onboarding Tour for Free Tier Users",{"path":10876,"title":10877},"\u002Fchangelog\u002F2025\u002F01\u002Fhidden-env-vars","Hidden Environment Variables",{"path":10879,"title":10880},"\u002Fchangelog\u002F2025\u002F01\u002Fimproved-diagnostics","Improved Diagnostics",{"path":10882,"title":10883},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":10885,"title":10886},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":10888,"title":10889},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":10891,"title":10892},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User 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Device Groups in a pipeline",{"path":10917,"title":10918},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-local-login","Local Login for Remote Instances",{"path":10920,"title":10921},"\u002Fchangelog\u002F2025\u002F03\u002Ffree-tier","Free Tier now more accessible to all",{"path":10923,"title":10924},"\u002Fchangelog\u002F2025\u002F03\u002Fresource-notifications","Resource Alerts",{"path":10926,"title":10927},"\u002Fchangelog\u002F2025\u002F03\u002Fsnapshot-filter","Filtering Snapshots",{"path":10929,"title":10930},"\u002Fchangelog\u002F2025\u002F03\u002Fteam-npm-registry","NPM Package Hosting",{"path":10932,"title":10933},"\u002Fchangelog\u002F2025\u002F03\u002Ftopic-deletion","MQTT Topic Management",{"path":10935,"title":10936},"\u002Fchangelog\u002F2025\u002F04\u002Fdevice-provisioning","Remote Instance Provisioning",{"path":10938,"title":10939},"\u002Fchangelog\u002F2025\u002F04\u002Fgit-integration","Git Integration with 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Plan",{"path":10987,"title":10988},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-hosted","Generate snapshot descriptions with AI",{"path":10990,"title":10991},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-remote","AI Snapshot Descriptions Now Work with Remote Instances",{"path":10993,"title":10994},"\u002Fchangelog\u002F2025\u002F08\u002Fdevice-performance","FlowFuse Remote Instance Performance Data",{"path":10996,"title":10997},"\u002Fchangelog\u002F2025\u002F08\u002Fdirect-sso","Direct SSO Login",{"path":10999,"title":11000},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-assistant","FlowFuse Expert documents your flows",{"path":11002,"title":11003},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-mqtt","FlowFuse MQTT",{"path":11005,"title":11006},"\u002Fchangelog\u002F2025\u002F08\u002Fhttp-cors","Configure HTTP CORS",{"path":11008,"title":11009},"\u002Fchangelog\u002F2025\u002F08\u002Fsubflow-export","Export SubFlow as 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Update",{"path":11053,"title":11054},"\u002Fchangelog\u002F2025\u002F11\u002Fminimum-nodejs-version","Node.js v20 Minimum Version Requirement",{"path":11056,"title":11057},"\u002Fchangelog\u002F2025\u002F11\u002Fsso-session","SSO control over Session life",{"path":11059,"title":11060},"\u002Fchangelog\u002F2025\u002F12\u002Fff-expert-mcp-insights","FlowFuse Expert: Now with MCP-Powered Insights",{"path":11062,"title":11063},"\u002Fchangelog\u002F2025\u002F12\u002Fscheduled-maintenance","Scheduled Maintenance Mode",{"path":11065,"title":11066},"\u002Fchangelog\u002F2026\u002F01\u002Fdevice-agent-containers","Device Agent Docker Containers updated",{"path":11068,"title":11069},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-manage-palette","FlowFuse Expert: Enhanced Palette Integration",{"path":11071,"title":11072},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-nr-actions","FlowFuse Expert: Integration with Node-RED",{"path":11074,"title":11075},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-palette-queries","FlowFuse Expert: Palette Queries",{"path":11077,"title":11078},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-select-flows","FlowFuse Expert: Ask about your flows",{"path":11080,"title":11081},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-rbacs","FlowFuse Expert: MCP-Powered Insights with RBACs",{"path":11083,"title":11084},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-security","FlowFuse Expert: MCP-Powered Insights",{"path":11086,"title":11087},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options","Set Node.js Options for Remote Instances",{"path":11089,"title":11090},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context","FlowFuse Expert: Helping you make sense of your debug log",{"path":11092,"title":11093},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner","FlowFuse Expert: Never Miss an Update",{"path":11095,"title":11096},"\u002Fchangelog\u002F2026\u002F02\u002Fha-instance-rolling-restart","HA Hosted Instance Rolling Restart",{"path":11098,"title":11099},"\u002Fchangelog\u002F2026\u002F02\u002Fremote-instances-immersive-editor","Immersive Mode for Remote Instances",{"path":11101,"title":11102},"\u002Fchangelog\u002F2026\u002F02\u002Frestoring-snapshots-to-remote-instances","Restoring snapshots to developer-mode Remote Instances",{"path":11104,"title":11105},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops","Azure DevOps Pipeline support",{"path":11107,"title":11108},"\u002Fchangelog\u002F2026\u002F03\u002Fdeveloper-mode-in-immersive-editor","Developer Mode Now Accessible from the Immersive Editor",{"path":11110,"title":11111},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title","Embedded Editor Now Shows Active Tab",{"path":11113,"title":11114},"\u002Fchangelog\u002F2026\u002F03\u002Fmarch-scheduled-maintenance","Updated: Upcoming Scheduled 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Application",{"path":11136,"title":11137},"\u002Fchangelog\u002F2026\u002F05\u002Fsingle-sso-provider","Single SSO provider for all users",{"path":11139,"title":11140},"\u002Fchangelog\u002F2026\u002F06\u002Fdark-mode","Dark Mode",{"path":11142,"title":11143},"\u002Fchangelog\u002F2026\u002F06\u002Fdevice-agent-v4-released","Device Agent v4 released",{"path":11145,"title":11146},"\u002Fchangelog\u002F2026\u002F06\u002Fgeneric-git-server-support","Connect Pipelines to Any Git Server",{"path":11148,"title":11149},"\u002Fchangelog\u002F2026\u002F06\u002Fjuly-scheduled-maintenance","Updated: Upcoming Scheduled Server Maintenance on July 11th, 2026",{"path":11151,"title":11152},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups","Application Roles from SSO Groups",{"path":11154,"title":11155},"\u002Fchangelog\u002F2026\u002F07\u002Fdevice-agent-onboarding","Getting started with FlowFuse straight from the terminal",{"path":11157,"title":11158},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-enhancements","FlowFuse Expert Enhancements",{"path":11160,"title":11161},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation","FlowFuse Expert Can Now Work With Your Tables",{"path":11163,"title":11164},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats","Team Scoped Personal Access Tokens",{"path":11166,"title":11167},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards","A Dedicated Home for Your Dashboards",[],1786105890637]