[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"blog-windmill-self-hosted-workflow-automatisierung-open-source":3,"blog-tags":413,"blog-related-windmill-self-hosted-workflow-automatisierung-open-source":3233,"blog-neighbours-windmill-self-hosted-workflow-automatisierung-open-source":3280},{"id":4,"title":5,"aiGenerated":6,"author":7,"body":8,"date":385,"description":386,"extension":387,"image":388,"imageCredit":389,"imageCreditUrl":390,"meta":391,"navigation":6,"noindex":392,"path":393,"readingTime":394,"seo":395,"sources":396,"stem":405,"tags":406,"updated":411,"__hash__":412},"content/blog/windmill-self-hosted-workflow-automatisierung-open-source.md","Windmill: Workflow-Automatisierung selbst hosten – ein Praxiseinstieg",true,"KIano",{"type":9,"value":10,"toc":378},"minimark",[11,15,25,30,39,57,60,89,92,96,107,110,136,139,143,157,169,187,191,208,216,305,312,315,353,361,365,368,371,374],[12,13,14],"p",{},"Wer im Unternehmen wiederkehrende Aufgaben automatisieren will – ein\nnächtlicher Export aus der Datenbank, ein Skript, das eine Rechnung ins\nBuchhaltungssystem schiebt, ein kleines internes Formular für den Vertrieb –\nsteht schnell vor derselben Wahl: Entweder man baut jede dieser Kleinigkeiten\nvon Hand aus Cronjobs, Skripten und selbstgestrickten Weboberflächen zusammen,\noder man kauft eine No-Code-Plattform, die den Code hinter einer Klickfläche\nversteckt. Beide Wege haben ihren Preis. Der erste kostet Wartungszeit, der\nzweite Flexibilität – und oft die Hoheit über die eigenen Daten.",[12,16,17,24],{},[18,19,23],"a",{"href":20,"rel":21},"https://www.windmill.dev/",[22],"nofollow","Windmill"," tritt genau in diese Lücke. Das Werkzeug\nverwandelt einzelne Skripte in aufrufbare Endpunkte, Workflows und\nBenutzeroberflächen, ist quelloffen und lässt sich auf der eigenen\nInfrastruktur betreiben. Dieser Beitrag ordnet ein, was Windmill tatsächlich\nleistet, für wen es sich lohnt – und zeigt den Einstieg über Docker Compose,\nmit dem eine lauffähige Instanz in wenigen Minuten steht.",[26,27,29],"h2",{"id":28},"was-windmill-ist-und-was-nicht","Was Windmill ist – und was nicht",[12,31,32,33,38],{},"Laut der ",[18,34,37],{"href":35,"rel":36},"https://www.windmill.dev/docs/intro",[22],"Windmill-Dokumentation"," ist\nWindmill eine quelloffene Workflow-Engine und Entwicklerplattform, die als\nAlternative zu Werkzeugen wie Retool, Airflow, Prefect, Temporal und n8n\npositioniert ist. Der Kerngedanke lässt sich in einem Satz fassen: Ein einzelnes\nSkript – geschrieben in TypeScript, Python, Go, PHP, Bash, C#, SQL, Rust, Ruby\noder R – wird ohne Zwischenschritte zu einer API, einem auslösbaren Job und\neinem automatisch erzeugten Eingabeformular.",[12,40,41,42,47,48,52,53,56],{},"Das ist der entscheidende Unterschied zu klassischen No-Code-Plattformen. In\nseinem Grundsatzpapier ",[18,43,46],{"href":44,"rel":45},"https://www.windmill.dev/docs/misc/why_windmill",[22],"„Why Windmill\"","\nteilt der Anbieter alle Programmierarbeit in zwei Kategorien: den ",[49,50,51],"em",{},"Code, der\nzählt"," – die eigentliche Geschäftslogik – und den ",[49,54,55],{},"Boilerplate",", also alles\nDrumherum: Oberflächen, Fehlerbehandlung, Wiederholungslogik,\nAbhängigkeitsverwaltung, Rechteverwaltung, Zeitpläne. Windmill will Letzteres\nübernehmen, ohne den erstgenannten Code hinter einer Klickfläche zu verbergen.\nMan schreibt weiterhin echten Code in gängigen Sprachen – Windmill kümmert sich\num den Rest.",[12,58,59],{},"Konkret besteht die Plattform laut Dokumentation aus vier Bausteinen:",[61,62,63,71,77,83],"ul",{},[64,65,66,70],"li",{},[67,68,69],"strong",{},"Skripte",": einzelne Funktionen in einer der unterstützten Sprachen, die zu\nMicroservices mit automatisch erzeugter Oberfläche werden.",[64,72,73,76],{},[67,74,75],{},"Flows",": ein Workflow-Editor, der Skripte per Drag-and-drop oder als YAML zu\nAbläufen verkettet – mit Verzweigungen, Schleifen, Wiederholungen,\nFreigabeschritten und Wartezuständen, die währenddessen keine Ressourcen\nverbrauchen.",[64,78,79,82],{},[67,80,81],{},"Apps",": ein Baukasten für interne Oberflächen, wahlweise als\nLow-Code-Editor oder als vollständiger Code-Ansatz mit React oder Svelte.",[64,84,85,88],{},[67,86,87],{},"Auslöser",": Webhooks, Zeitpläne, HTTP-Routen und eine offene API, über die\nsich jedes Skript und jeder Flow anstoßen lässt.",[12,90,91],{},"Windmill ist damit kein reines Ersatzprodukt für einen einzelnen Zweck, sondern\neine Plattform, die Skript-Ausführung, Workflow-Orchestrierung und interne\nOberflächen unter einem Dach zusammenführt.",[26,93,95],{"id":94},"für-wen-sich-das-lohnt","Für wen sich das lohnt",[12,97,98,99,102,103,106],{},"Der Name des Werkzeugs verrät die Zielgruppe: Windmill bezeichnet sich selbst\nals ",[49,100,101],{},"code-first"," und ",[49,104,105],{},"developer platform",". Wer keine Zeile Code schreiben\nmöchte, ist hier falsch – dafür gibt es reine No-Code-Anbieter. Interessant\nwird Windmill überall dort, wo bereits Skripte laufen, die niemand richtig im\nGriff hat: das Python-Skript auf dem Server eines Kollegen, der nächtliche\nCronjob, den keiner mehr anzufassen wagt, das interne Tool ohne Oberfläche.",[12,108,109],{},"Der Reiz liegt in drei Punkten, die die Dokumentation hervorhebt und die sich\nin der Praxis nachvollziehen lassen:",[61,111,112,118,130],{},[64,113,114,117],{},[67,115,116],{},"Kein Boilerplate."," Aus den Parametern einer Funktion erzeugt Windmill\nautomatisch ein Eingabeformular. Wer schon einmal eine kleine Weboberfläche\nnur gebaut hat, damit ein Nicht-Techniker ein Skript anstoßen kann, kennt den\nAufwand, der hier entfällt.",[64,119,120,123,124,129],{},[67,121,122],{},"Alles liegt im Code und in Git."," Der gesamte Arbeitsbereich lässt sich\nlaut Dokumentation über die CLI und\n",[18,125,128],{"href":126,"rel":127},"https://www.windmill.dev/docs/advanced/git_sync",[22],"Git-Synchronisierung","\nversionieren. Skripte, Flows und sogar Infrastrukturdefinitionen liegen als\nDateien vor – kein Export-Knopf, keine Blackbox.",[64,131,132,135],{},[67,133,134],{},"Kein Lock-in."," Der Code besteht aus normalen Dateien in gängigen Sprachen,\nohne proprietäre SDKs. Wer Windmill wieder verlassen will, nimmt seine Skripte\nmit.",[12,137,138],{},"Für den Mittelstand ist vor allem der letzte Punkt relevant. Eine\nselbstgehostete, quelloffene Lösung bedeutet: Die Daten und die Automatisierung\nbleiben im eigenen Haus, auf der eigenen Infrastruktur. Das ist kein Nebeneffekt,\nsondern für viele Unternehmen mit sensiblen Prozessen die Voraussetzung\nüberhaupt.",[26,140,142],{"id":141},"wie-ausgereift-ist-das-projekt","Wie ausgereift ist das Projekt?",[12,144,145,146,151,152,156],{},"Belegbarkeit vor Werbeversprechen: Windmill ist kein Neuling. Das\n",[18,147,150],{"href":148,"rel":149},"https://github.com/windmill-labs/windmill",[22],"GitHub-Repository"," zählt zum\nZeitpunkt dieses Beitrags rund 17.800 Sterne und über 14.600 Commits, und die\nCommit-Historie zeigt Aktivität im Stundenrhythmus. Nach eigenen Angaben auf der\n",[18,153,155],{"href":20,"rel":154},[22],"Startseite"," setzen über 4.000 Organisationen das\nWerkzeug ein.",[12,158,159,160,164,165,168],{},"Ein Wort zur Geschwindigkeit, denn hier ist Vorsicht angebracht. Windmill\nbewirbt sich als „schnellste Workflow-Engine der Branche\" und nennt in der\n",[18,161,163],{"href":148,"rel":162},[22],"Repository-Beschreibung"," einen\nFaktor von 13 gegenüber Airflow. Diese Zahl stammt aus einem ",[67,166,167],{},"Benchmark des\nAnbieters selbst"," – sie ist ein Marketing-Argument, kein neutraler Messwert,\nund sollte entsprechend eingeordnet werden. Wer Windmill wegen der\nGeschwindigkeit in Betracht zieht, misst am besten mit der eigenen Last nach,\nstatt sich auf die Hausnummer zu verlassen.",[12,170,171,172,177,178,181,182,186],{},"Zwei weitere Punkte gehören zur ehrlichen Einordnung: Windmill ist quelloffen,\neinige Funktionen – etwa die Echtzeit-Zusammenarbeit\n(",[18,173,176],{"href":174,"rel":175},"https://www.windmill.dev/docs/core_concepts/multiplayer",[22],"Multiplayer",") – sind\nlaut Dokumentation der kommerziellen Enterprise Edition vorbehalten. Und das\nProjekt nimmt derzeit ausdrücklich ",[67,179,180],{},"keine externen Code-Beiträge"," an;\nFehlermeldungen und kleine, leicht prüfbare Korrekturen bleiben willkommen, wie\ndie ",[18,183,185],{"href":148,"rel":184},[22],"Contributing-Hinweise"," im\nRepository festhalten. Für den reinen Einsatz spielt das keine Rolle, für den\nGedanken „wir bauen selbst mit\" aber sehr wohl.",[26,188,190],{"id":189},"der-einstieg-windmill-per-docker-compose-selbst-hosten","Der Einstieg: Windmill per Docker Compose selbst hosten",[12,192,193,194,199,200,203,204,207],{},"Der schnellste Weg zu einer laufenden Instanz führt über Docker Compose. Laut\n",[18,195,198],{"href":196,"rel":197},"https://www.windmill.dev/docs/advanced/self_host",[22],"Self-Host-Anleitung"," besteht\nWindmill architektonisch aus nur drei Pflichtkomponenten: einer\nPostgres-Datenbank, die den gesamten Zustand inklusive der Job-Warteschlange\nhält, einem oder mehreren Containern im ",[49,201,202],{},"Server-Modus"," (Frontend und API) sowie\neinem oder mehreren im ",[49,205,206],{},"Worker-Modus",", die die eigentlichen Jobs ausführen.\nHinzu kommen optionale Bausteine wie der LSP-Dienst für die\nEditor-Unterstützung und ein Reverse Proxy (im mitgelieferten Setup Caddy).",[12,209,210,211,215],{},"Für einen ersten Test genügen laut Anleitung drei Dateien und ein Befehl.\nVoraussetzung ist eine laufende Docker-Installation; unter Linux etwa mit\n",[212,213,214],"code",{},"sudo systemctl start docker",".",[217,218,223],"pre",{"className":219,"code":220,"language":221,"meta":222,"style":222},"language-bash shiki shiki-themes github-dark","# Die drei Konfigurationsdateien aus dem Repository holen\ncurl https://raw.githubusercontent.com/windmill-labs/windmill/main/docker-compose.yml -o docker-compose.yml\ncurl https://raw.githubusercontent.com/windmill-labs/windmill/main/Caddyfile -o Caddyfile\ncurl https://raw.githubusercontent.com/windmill-labs/windmill/main/.env -o .env\n\n# Alle Komponenten starten\ndocker compose up -d\n","bash","",[212,224,225,234,252,265,278,284,290],{"__ignoreMap":222},[226,227,230],"span",{"class":228,"line":229},"line",1,[226,231,233],{"class":232},"sAwPA","# Die drei Konfigurationsdateien aus dem Repository holen\n",[226,235,237,241,245,249],{"class":228,"line":236},2,[226,238,240],{"class":239},"svObZ","curl",[226,242,244],{"class":243},"sU2Wk"," https://raw.githubusercontent.com/windmill-labs/windmill/main/docker-compose.yml",[226,246,248],{"class":247},"sDLfK"," -o",[226,250,251],{"class":243}," docker-compose.yml\n",[226,253,255,257,260,262],{"class":228,"line":254},3,[226,256,240],{"class":239},[226,258,259],{"class":243}," https://raw.githubusercontent.com/windmill-labs/windmill/main/Caddyfile",[226,261,248],{"class":247},[226,263,264],{"class":243}," Caddyfile\n",[226,266,268,270,273,275],{"class":228,"line":267},4,[226,269,240],{"class":239},[226,271,272],{"class":243}," https://raw.githubusercontent.com/windmill-labs/windmill/main/.env",[226,274,248],{"class":247},[226,276,277],{"class":243}," .env\n",[226,279,281],{"class":228,"line":280},5,[226,282,283],{"emptyLinePlaceholder":6},"\n",[226,285,287],{"class":228,"line":286},6,[226,288,289],{"class":232},"# Alle Komponenten starten\n",[226,291,293,296,299,302],{"class":228,"line":292},7,[226,294,295],{"class":239},"docker",[226,297,298],{"class":243}," compose",[226,300,301],{"class":243}," up",[226,303,304],{"class":247}," -d\n",[12,306,307,308,311],{},"Danach ist die Oberfläche unter ",[212,309,310],{},"http://localhost"," erreichbar. Der Caddy-Proxy\nleitet den Verkehr im Hintergrund an den Windmill-Server (Port 8000), den\nLSP-Dienst (Port 3001) und den Multiplayer-Dienst (Port 3002) weiter – nach\naußen ist nur ein Port sichtbar. Beim ersten Aufruf legt man ein Administrator-\nKonto an und kann sofort das erste Skript schreiben.",[12,313,314],{},"Das ist bewusst das Minimal-Setup für den lokalen Test. Wer produktiv gehen\nwill, sollte einige Dinge beachten, die die Dokumentation ausdrücklich nennt:",[61,316,317,331,341,347],{},[64,318,319,322,323,326,327,330],{},[67,320,321],{},"Datenbank auslagern."," Für den Produktivbetrieb empfiehlt Windmill, den\nmitgelieferten Postgres-Container abzuschalten (Replikate auf 0) und über\n",[212,324,325],{},"DATABASE_URL"," in der ",[212,328,329],{},".env"," eine externe, verwaltete Datenbank anzubinden –\netwa AWS RDS/Aurora, GCP Cloud SQL, Azure Database oder Neon.",[64,332,333,336,337,340],{},[67,334,335],{},"Rechteproblem bei verwalteten Datenbanken."," Wenn der Datenbank-Nutzer kein\nPostgres-Superuser ist – bei RDS, Cloud SQL, Azure und Scaleway die Regel –,\nmüssen die Windmill-Rollen laut Dokumentation vorab manuell angelegt werden,\nsonst bricht die erste Migration mit ",[212,338,339],{},"role \"windmill_admin\" does not exist","\nab. Dafür liefert Windmill ein Init-Skript mit, das einmalig mit einer\nprivilegierten Rolle ausgeführt wird. Diese Falle kostet beim ersten Anlauf\ngern eine Stunde – wer sie kennt, umgeht sie.",[64,342,343,346],{},[67,344,345],{},"Worker skalieren."," Als Faustregel nennt die Anleitung einen Worker pro\nvCPU und 1 bis 2 GB RAM. Mehr Durchsatz erreicht man, indem man schlicht die\nZahl der Worker-Replikate erhöht – vom einzelnen VPS bis zum\nKubernetes-Cluster mit vielen Knoten reicht dasselbe Modell.",[64,348,349,352],{},[67,350,351],{},"TLS außerhalb terminieren."," Windmill empfiehlt ausdrücklich, die\nTLS-Verschlüsselung nicht im mitgelieferten Caddy, sondern über einen\nvorgelagerten Load Balancer oder Reverse Proxy zu regeln.",[12,354,355,356,360],{},"Für den größeren Maßstab gibt es zusätzlich ein\n",[18,357,359],{"href":196,"rel":358},[22],"Helm-Chart"," für den Betrieb\nauf Kubernetes. Der Docker-Compose-Weg reicht aber, wie die Dokumentation\nfesthält, für viele Anwendungsfälle vollkommen aus – gerade im Mittelstand, wo\nselten von Beginn an ein 1.000-Knoten-Cluster gebraucht wird.",[26,362,364],{"id":363},"einordnung-sinnvoll-aber-kein-selbstläufer","Einordnung: sinnvoll, aber kein Selbstläufer",[12,366,367],{},"Windmill ist ein durchdachtes Werkzeug für eine reale Not: die vielen kleinen\nAutomatisierungen, die in jedem Unternehmen entstehen und die niemand pflegt.\nDass es Skripte in gängigen Sprachen zu vollwertigen internen Werkzeugen macht,\nohne den Code zu verstecken, ist der eigentliche Gewinn. Wer bereits mit\nPython, TypeScript oder Bash arbeitet, findet hier eine Plattform, die den\nlästigen Teil abnimmt und die Hoheit über Code und Daten im Haus lässt.",[12,369,370],{},"Ein Selbstläufer ist es dennoch nicht. Der Betrieb einer selbstgehosteten\nInstanz mit externer Datenbank, sauberer TLS-Terminierung und skalierten\nWorkern ist Infrastrukturarbeit, die Kompetenz voraussetzt. Und die eigentliche\nFrage entscheidet sich nicht am Werkzeug, sondern an den Prozessen: Welche\nAbläufe lohnt es überhaupt zu automatisieren, und wie schneidet man sie so zu,\ndass sie robust laufen und nicht beim nächsten Systemwechsel zerbrechen? Das\nWerkzeug ist der einfache Teil. Der schwierige beginnt davor.",[12,372,373],{},"Für einen ersten Eindruck aber genügt der Docker-Compose-Befehl von oben. 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