[{"data":1,"prerenderedAt":1297},["ShallowReactive",2],{"docs-\u002Fdocs\u002Fnode-red-guide\u002Fpatterns\u002Fgood-form\u002F":3,"featureCatalog":345,"docs-nav":750},{"id":4,"title":5,"body":6,"description":19,"editUrl":334,"extension":335,"layout":336,"meta":337,"navGroup":336,"navGroupOrder":336,"navOrder":338,"navTitle":5,"navigation":339,"originalPath":336,"path":340,"redirect":336,"seo":341,"stem":342,"updated":343,"version":336,"__hash__":344},"docs\u002Fdocs\u002Fnode-red-guide\u002Fpatterns\u002Fgood-form.md","Good form",{"type":7,"value":8,"toc":330},"minimark",[9,13,20,32,323],[10,11,5],"h1",{"id":12},"good-form",[14,15,16],"p",{},[17,18,19],"strong",{},"Good form — how not to make spaghetti",[14,21,22,23,31],{},"A clean flow isn't luck — it's a handful of habits. The golden rule: ",[17,24,25,26,30],{},"shared things are ",[27,28,29],"em",{},"called"," rather than funneled into, and every beginning is its own left-justified path."," Everything below follows from that.",[33,34,35,108,153,217,262],"guide-tabs",{},[36,37,39,45,51,67,72],"guide-tab",{"label":38},"Wire for reading",[14,40,41,44],{},[17,42,43],{},"Call shared things; don't funnel into them"," — many paths wiring into one shared node is the core spaghetti anti-pattern.",[46,47],"flow-diagram",{":edges":48,":nodes":49,"align":50},"[\"a>call\",\"b>call\",\"c>call\",{\"from\":\"call\",\"to\":\"svc\",\"dir\":\"both\",\"label\":\"result back\"}]","[{\"id\":\"a\",\"label\":\"path A\",\"accent\":\"indigo\",\"col\":1,\"row\":1},{\"id\":\"b\",\"label\":\"path B\",\"accent\":\"indigo\",\"col\":1,\"row\":2},{\"id\":\"c\",\"label\":\"path C\",\"accent\":\"indigo\",\"col\":1,\"row\":3},{\"id\":\"call\",\"label\":\"link call\",\"sub\":\"the shared service\",\"accent\":\"teal\",\"col\":2,\"row\":2},{\"id\":\"svc\",\"label\":\"SQL \u002F broker \u002F model\",\"sub\":\"one dependency\",\"accent\":\"green\",\"col\":3,\"row\":2}]","left",[14,52,53,54,57,58,61,62,66],{},"When many paths share a dependency — a DB pool, a broker, a model call — don't wire them all ",[27,55,56],{},"into"," one node (a funnel). Expose it once as a service each path ",[17,59,60],{},"calls"," with a ",[63,64,65],"code",{},"link call","; the result returns and per-path handling happens after. The shared node keeps exactly one wire in and stays reusable.",[14,68,69],{},[17,70,71],{},"The rules",[73,74,75,90,96,102],"ul",{},[76,77,78,81,82,85,86,89],"li",{},[17,79,80],{},"No funnels into a shared dependency"," — when many paths need the same service, they should ",[27,83,84],{},"call"," it, not all wire into it. (Aggregators like a ",[63,87,88],{},"join"," node that legitimately gather many inputs are the exception — that's their job, not a funnel.)",[76,91,92,95],{},[17,93,94],{},"Each beginning is its own path"," — one straight, left-justified path per entry; don't merge them through a shared front door.",[76,97,98,101],{},[17,99,100],{},"Flow left → right"," — beginning → prep → service call → format → sink. A backward (right-to-left) wire reads as tangle.",[76,103,104,107],{},[17,105,106],{},"A crossing is a missing link node"," — if two wires cross, row-align the column with its targets or bridge it with a link node. Same for any wire longer than the canvas — a link node reads cleaner.",[36,109,111,117,149],{"label":110},"Lay it out",[14,112,113,116],{},[17,114,115],{},"One column per role, everything on the grid"," — layout is what makes a flow scannable at a glance.",[73,118,119,125,131,137,143],{},[76,120,121,124],{},[17,122,123],{},"One entry column"," — every beginning (inject, http in, mqtt in) shares one left edge. That column is the visual anchor.",[76,126,127,130],{},[17,128,129],{},"Columns by role"," — beginning → prep → service call → format → sink, left to right, each role in its own column.",[76,132,133,136],{},[17,134,135],{},"On the grid, no overlaps"," — snap to the 20px grid, leave a gap between neighbours, and never let two nodes (or two groups) overlap.",[76,138,139,142],{},[17,140,141],{},"Align and pad groups"," — left-justify group boxes to a common column, keep members inside the box with a little padding, and drop empty groups.",[76,144,145,148],{},[17,146,147],{},"Comments are short labels"," — a couple of words on the canvas; put the detail in the comment's info field, not a paragraph that runs off-page.",[46,150],{":edges":151,":nodes":152,"align":50},"[\"begin>prep\",\"prep>call\",\"call>fmt\",\"fmt>sink\"]","[{\"id\":\"begin\",\"label\":\"beginning\",\"sub\":\"one entry column\",\"accent\":\"indigo\",\"col\":1,\"row\":1},{\"id\":\"prep\",\"label\":\"prep\",\"col\":2,\"row\":1},{\"id\":\"call\",\"label\":\"service call\",\"accent\":\"teal\",\"col\":3,\"row\":1},{\"id\":\"fmt\",\"label\":\"format\",\"col\":4,\"row\":1},{\"id\":\"sink\",\"label\":\"sink\",\"accent\":\"indigo\",\"col\":5,\"row\":1}]",[36,154,156,162,167,170],{"label":155},"Decouple UI from logic",[14,157,158,161],{},[17,159,160],{},"Widgets are an API"," — the backend sends a display-ready view-model; the frontend emits intent. Treat the dashboard-to-logic boundary like a client and a server.",[46,163],{":edges":164,":nodes":165,":legend":166},"[{\"from\":\"fe\",\"to\":\"be\",\"label\":\"intent · { action, payload }\"},{\"from\":\"be\",\"to\":\"fe\",\"label\":\"view-model · display-ready\",\"dashed\":true},\"be>db\"]","[{\"id\":\"fe\",\"label\":\"widget\",\"sub\":\"renders + emits\",\"accent\":\"indigo\"},{\"id\":\"be\",\"label\":\"flow logic\",\"sub\":\"holds the truth\",\"accent\":\"indigo\"},{\"id\":\"db\",\"label\":\"SQL database\",\"sub\":\"records\",\"accent\":\"green\"}]","[{\"line\":\"neutral\",\"label\":\"intent · frontend → backend\"},{\"line\":\"neutral\",\"dashed\":true,\"label\":\"view-model · backend → frontend\"}]",[14,168,169],{},"The frontend renders state and emits intent; the backend holds the truth. When you build payloads inside templates or cram logic next to a widget, every change touches both.",[73,171,172,178,184,194,211],{},[76,173,174,177],{},[17,175,176],{},"Reads"," — the backend sends a finished, display-ready view-model. Templates bind and display; they never fetch, transform, or decide.",[76,179,180,183],{},[17,181,182],{},"Writes"," — the widget emits one consistent intent message: an action plus a payload. The backend decides what it means.",[76,185,186,189,190,193],{},[17,187,188],{},"One place for state"," — hold state in one shared ",[63,191,192],{},"global"," object the widgets read. The wire carries events, not fat objects, and never a live subscription per widget.",[76,195,196,202,203,206,207,210],{},[17,197,198,201],{},[63,199,200],{},"ui-template"," is the escape hatch"," — reach for it for the one custom widget, never to build the whole UI as one block. Let it auto-size (",[63,204,205],{},"height=\"0\"",") so content isn't clipped, and remember tables ",[17,208,209],{},"replace, not append",".",[76,212,213,216],{},[17,214,215],{},"Give every page an on-load trigger"," — dashboard widgets emit only on real interaction, so a page that waits for a click to populate opens empty. Fire the load path on page-show.",[36,218,220,226,231,234],{"label":219},"Catch errors visibly",[14,221,222,225],{},[17,223,224],{},"Every work path has a catch"," — otherwise errors drop silently and you're debugging blind.",[46,227],{":edges":228,":nodes":229,":legend":230},"[{\"from\":\"in\",\"to\":\"work\"},{\"from\":\"work\",\"to\":\"sink\",\"label\":\"ok\"},{\"from\":\"work\",\"to\":\"catch\",\"label\":\"in scope\",\"accent\":\"red\",\"dashed\":true},{\"from\":\"catch\",\"to\":\"errpath\",\"accent\":\"red\",\"dashed\":true}]","[{\"id\":\"in\",\"label\":\"in\",\"col\":1,\"row\":1},{\"id\":\"work\",\"label\":\"work\",\"sub\":\"may throw\",\"col\":2,\"row\":1},{\"id\":\"sink\",\"label\":\"sink\",\"sub\":\"on success\",\"col\":3,\"row\":1},{\"id\":\"catch\",\"label\":\"Catch\",\"sub\":\"scoped to the work\",\"accent\":\"red\",\"col\":2,\"row\":2},{\"id\":\"errpath\",\"label\":\"log · notify · return\",\"sub\":\"the error path\",\"accent\":\"red\",\"col\":3,\"row\":2}]","[{\"line\":\"neutral\",\"label\":\"success\"},{\"line\":\"red\",\"dashed\":true,\"label\":\"Catch scope · not a wire\"}]",[14,232,233],{},"Anything that talks to the outside world — an HTTP call, a DB write, a broker publish, a model call — will fail sometimes. Route those failures somewhere you control. (A Catch node has no input wire — it registers to catch errors from every node in its scope automatically; the dashed line marks that scope, not a connection you draw.)",[73,235,236,242,248],{},[76,237,238,241],{},[17,239,240],{},"No work without a catch"," — a tab with function \u002F request \u002F DB \u002F link-call \u002F AI nodes and no Catch node drops its errors silently.",[76,243,244,247],{},[17,245,246],{},"Scope the catch to cover the path"," — make sure every reachable work node is in the catch's scope, or the ones outside it throw where nothing is listening.",[76,249,250,253,254,257,258,261],{},[17,251,252],{},"In a shared service, format and return the error"," — return it via ",[63,255,256],{},"link out"," in return mode so the caller sees ",[63,259,260],{},"msg.error"," and a bad call never hangs.",[36,263,265,271],{"label":264},"Keep data on a contract",[14,266,267,270],{},[17,268,269],{},"Swap a source by keeping the message shape"," — good seams mean a data change touches one node, not the whole flow.",[73,272,273,287,307,313],{},[76,274,275,278,279,282,283,286],{},[17,276,277],{},"Stable msg contract"," — a query returns rows on the same property; the broker path is ",[63,280,281],{},"msg.topic"," + ",[63,284,285],{},"msg.payload",". Keep the shape and only one node changes when you swap the source behind it.",[76,288,289,292,293,296,297,300,301,303,304,306],{},[17,290,291],{},"SQL goes on the property your node reads"," — the Postgres query node reads ",[63,294,295],{},"msg.query"," (with ",[63,298,299],{},"msg.params"," for parameters); the mysql \u002F sqlite nodes read ",[63,302,281],{},". Either way it's never ",[63,305,285],{}," — put SQL on the wrong property and the query silently runs empty.",[76,308,309,312],{},[17,310,311],{},"Parameterize"," — use parameterized queries and quote case-sensitive identifiers; don't string-build SQL into the payload.",[76,314,315,318,319,322],{},[17,316,317],{},"Preserve the message through the chain"," — return context (a callback, a link-call return) has to survive every hop, so keep functions and query nodes passing ",[63,320,321],{},"msg"," through.",[324,325,327],"callout",{"icon":326},"i-lucide-check",[14,328,329],{},"Follow these and a flow reads cleanly — beginnings in one column, shared things called not funneled, UI and logic on their own sides of a contract, errors on a path you can see, and data on a stable shape. That's good form.",{"title":331,"searchDepth":332,"depth":332,"links":333},"",4,[],"https:\u002F\u002Fgithub.com\u002FFlowFuse\u002Fwebsite\u002Fedit\u002Fmain\u002Fnuxt\u002Fcontent-guides\u002Fnode-red-guide\u002Fpatterns\u002Fgood-form.md","md",null,{},3,true,"\u002Fdocs\u002Fnode-red-guide\u002Fpatterns\u002Fgood-form",{"title":5,"description":19},"docs\u002Fnode-red-guide\u002Fpatterns\u002Fgood-form","2026-09-03 18:30:59 +0200","Y6bP6PBvOw03OB-r14N5Zr2nznPGvBKXcB0IOoIQzMU",{"id":346,"extension":347,"meta":348,"sections":349,"stem":748,"__hash__":749},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[350,411,512,574,651,730],{"id":351,"title":352,"features":353},"ai-automation","AI & Automation",[354,364,374,384,390,400,406],{"id":355,"title":356,"description":357,"docsLink":358,"changelog":359,"tiers":363},"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",[360],{"url":361,"release":362},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":339,"hub":339,"fleet":339},{"id":365,"title":366,"description":367,"docsLink":368,"changelog":369,"subfeature":339,"showOnPricing":372,"tiers":373},"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",[370],{"url":371,"release":362},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":339,"hub":339,"fleet":339},{"id":375,"title":376,"description":377,"docsLink":378,"changelog":379,"subfeature":339,"showOnPricing":372,"tiers":383},"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",[380],{"url":381,"release":382},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":339,"hub":339,"fleet":339},{"id":385,"title":386,"description":387,"docsLink":388,"subfeature":339,"beta":339,"showOnPricing":372,"tiers":389},"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":339,"hub":339,"fleet":339},{"id":391,"title":392,"description":393,"docsLink":394,"changelog":395,"tiers":399},"third-party-agents","Connect Your Own AI Agent","Point the AI agent your company already uses at FlowFuse, so it can query your teams and instances and build Node-RED applications, with you deciding which teams it reaches and whether it can make changes.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fthird-party-agents\u002F",[396],{"url":397,"release":398},"\u002Fchangelog\u002F2026\u002F08\u002Fconnect-your-own-ai-agent\u002F","3.0",{"edge":339,"hub":339,"fleet":339},{"id":401,"title":402,"description":403,"docsLink":404,"tiers":405},"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":339,"hub":339,"fleet":339},{"id":407,"title":408,"description":409,"tiers":410},"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":339,"hub":339,"fleet":339},{"id":412,"title":413,"features":414},"build","Build",[415,421,427,437,443,449,453,459,465,473,479,483,487,496,504],{"id":416,"title":417,"description":418,"docsLink":419,"tiers":420},"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":339,"hub":372,"fleet":339},{"id":422,"title":423,"description":424,"docsLink":425,"tiers":426},"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":339,"hub":339,"fleet":339},{"id":428,"title":429,"description":430,"docsLink":431,"changelog":432,"tiers":436},"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",[433],{"url":434,"release":435},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":339,"hub":339,"fleet":339},{"id":438,"title":439,"description":440,"docsLink":441,"tiers":442},"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":339,"hub":339,"fleet":339},{"id":444,"title":445,"description":446,"docsLink":447,"showOnPricing":372,"tiers":448},"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":339,"hub":339,"fleet":339},{"id":450,"title":451,"showOnPricing":372,"tiers":452},"static-assets","Static Assets",{"edge":339,"hub":339,"fleet":339},{"id":454,"title":455,"description":456,"docsLink":457,"tiers":458},"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":339,"hub":339,"fleet":339},{"id":460,"title":461,"description":462,"docsLink":463,"tiers":464},"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":339,"hub":339,"fleet":339},{"id":466,"title":467,"description":468,"changelog":469,"subfeature":339,"showOnPricing":372,"tiers":472},"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.",[470],{"url":471,"release":435},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":339,"hub":339,"fleet":339},{"id":474,"title":475,"description":476,"docsLink":477,"tiers":478},"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":339,"hub":339,"fleet":339},{"id":480,"title":481,"subfeature":339,"showOnPricing":372,"tiers":482},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":339,"hub":372,"fleet":339},{"id":484,"title":485,"subfeature":339,"showOnPricing":372,"tiers":486},"blueprints-it-apps","Blueprints - IT APPS",{"edge":372,"hub":339,"fleet":372},{"id":488,"title":489,"description":490,"changelog":491,"showOnPricing":372,"tiers":495},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[492],{"url":493,"release":494},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":339,"hub":339,"fleet":339},{"id":497,"title":498,"description":499,"changelog":500,"showOnPricing":372,"tiers":503},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[501],{"url":502,"release":382},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":339,"hub":339,"fleet":339},{"id":505,"title":506,"description":507,"changelog":508,"showOnPricing":372,"tiers":511},"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.",[509],{"url":510,"release":494},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":339,"hub":339,"fleet":339},{"id":513,"title":514,"features":515},"deploy","Deploy",[516,522,531,537,543,549,555,561,566],{"id":517,"title":518,"description":519,"docsLink":520,"tiers":521},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":339,"hub":339,"fleet":339},{"id":523,"title":524,"description":525,"docsLink":526,"changelog":527,"tiers":530},"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",[528],{"url":529,"release":362},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":339,"hub":372,"fleet":339},{"id":532,"title":533,"description":534,"docsLink":535,"tiers":536},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":372,"hub":339,"fleet":372},{"id":538,"title":539,"description":540,"docsLink":541,"tiers":542},"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":339,"hub":372,"fleet":339},{"id":544,"title":545,"description":546,"docsLink":547,"showOnPricing":372,"tiers":548},"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":339,"hub":339,"fleet":339},{"id":550,"title":551,"description":552,"docsLink":553,"tiers":554},"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":339,"hub":339,"fleet":339},{"id":556,"title":557,"description":558,"docsLink":559,"tiers":560},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. 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