1:"$Sreact.fragment"
2:I[61483,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ThemeProvider"]
3:I[91541,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"AuthProvider"]
4:I[43925,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"CartProvider"]
5:I[6874,["6874","static/chunks/6874-4c2cebe016baa309.js","5953","static/chunks/app/blog/%5Bslug%5D/page-703dbca40455bd92.js"],""]
6:I[54734,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"UseCaseModal"]
7:I[66688,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ThemeToggle"]
8:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"Sheet"]
9:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetTrigger"]
a:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetContent"]
b:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetHeader"]
c:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetTitle"]
d:I[87555,[],""]
e:I[31295,[],""]
f:I[29482,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ChatWidget"]
10:I[52558,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"Toaster"]
12:I[59665,[],"OutletBoundary"]
15:I[74911,[],"AsyncMetadataOutlet"]
17:I[59665,[],"ViewportBoundary"]
19:I[59665,[],"MetadataBoundary"]
1b:I[26614,[],""]
:HL["/_next/static/css/104d6a3e83fb3bb7.css","style"]
0:{"P":null,"b":"Nbk3TaHHxZdIFcHoidqak","p":"","c":["","blog","building-reliable-ingestion-pipelines"],"i":false,"f":[[["",{"children":["blog",{"children":[["slug","building-reliable-ingestion-pipelines","d"],{"children":["__PAGE__",{}]}]}]},"$undefined","$undefined",true],["",["$","$1","c",{"children":[[["$","link","0",{"rel":"stylesheet","href":"/_next/static/css/104d6a3e83fb3bb7.css","precedence":"next","crossOrigin":"$undefined","nonce":"$undefined"}]],["$","html",null,{"lang":"en","suppressHydrationWarning":true,"children":[["$","head",null,{"children":[["$","link",null,{"rel":"preconnect","href":"https://fonts.googleapis.com"}],["$","link",null,{"rel":"preconnect","href":"https://fonts.gstatic.com","crossOrigin":"anonymous"}],["$","link",null,{"href":"https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap","rel":"stylesheet"}]]}],["$","body",null,{"className":"antialiased bg-background text-foreground","suppressHydrationWarning":true,"children":["$","$L2",null,{"attribute":"class","defaultTheme":"dark","enableSystem":true,"disableTransitionOnChange":true,"children":["$","$L3",null,{"children":["$","$L4",null,{"children":[["$","header",null,{"className":"sticky top-0 z-50 w-full border-b bg-background/95 backdrop-blur supports-[backdrop-filter]:bg-background/60","children":["$","div",null,{"className":"container flex h-14 items-center pl-6","children":[["$","div",null,{"className":"mr-4 flex items-center","children":["$","$L5",null,{"href":"/","className":"mr-6 flex items-center space-x-2","children":["$","div",null,{"className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"font-bold text-xl tracking-tight","children":"Vaduan"}]]}]}]}],["$","div",null,{"className":"flex flex-1 items-center justify-end space-x-1","children":[["$","nav",null,{"className":"hidden md:flex items-center space-x-1","children":[["$","$L5",null,{"href":"/managed-services","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-cpu mr-2 h-4 w-4","children":[["$","rect","14l7u7",{"width":"16","height":"16","x":"4","y":"4","rx":"2"}],["$","rect","5aljv4",{"width":"6","height":"6","x":"9","y":"9","rx":"1"}],["$","path","13l42r",{"d":"M15 2v2"}],["$","path","15mkzm",{"d":"M15 20v2"}],["$","path","1gxd5l",{"d":"M2 15h2"}],["$","path","1bbxkp",{"d":"M2 9h2"}],["$","path","19e6y8",{"d":"M20 15h2"}],["$","path","19tzq7",{"d":"M20 9h2"}],["$","path","165o2o",{"d":"M9 2v2"}],["$","path","i2bqo8",{"d":"M9 20v2"}],"$undefined"]}],"Services"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/browse","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-telescope mr-2 h-4 w-4","children":[["$","path","k4qptu",{"d":"m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"}],["$","path","19l80z",{"d":"m13.56 11.747 4.332-.924"}],["$","path","7oh9d",{"d":"m16 21-3.105-6.21"}],["$","path","m7xp4m",{"d":"M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"}],["$","path","74o979",{"d":"m6.158 8.633 1.114 4.456"}],["$","path","1fvxut",{"d":"m8 21 3.105-6.21"}],["$","circle","1c1ljs",{"cx":"12","cy":"13","r":"2"}],"$undefined"]}],"Use Cases"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/solutions","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-brain mr-2 h-4 w-4","children":[["$","path","l5xja",{"d":"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z"}],["$","path","ep3f8r",{"d":"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z"}],["$","path","1p4c4q",{"d":"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4"}],["$","path","tmeiqw",{"d":"M17.599 6.5a3 3 0 0 0 .399-1.375"}],["$","path","105sqy",{"d":"M6.003 5.125A3 3 0 0 0 6.401 6.5"}],["$","path","ql3yin",{"d":"M3.477 10.896a4 4 0 0 1 .585-.396"}],["$","path","1qfode",{"d":"M19.938 10.5a4 4 0 0 1 .585.396"}],["$","path","2e4loj",{"d":"M6 18a4 4 0 0 1-1.967-.516"}],["$","path","159ez6",{"d":"M19.967 17.484A4 4 0 0 1 18 18"}],"$undefined"]}],"Solutions"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/careers","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-briefcase mr-2 h-4 w-4","children":[["$","path","jecpp",{"d":"M16 20V4a2 2 0 0 0-2-2h-4a2 2 0 0 0-2 2v16"}],["$","rect","i6l2r4",{"width":"20","height":"14","x":"2","y":"6","rx":"2"}],"$undefined"]}],"Careers"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/about","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-mail mr-2 h-4 w-4","children":[["$","rect","18n3k1",{"width":"20","height":"16","x":"2","y":"4","rx":"2"}],["$","path","1ocrg3",{"d":"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7"}],"$undefined"]}],"About Us"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","div",null,{"className":"pl-2 ml-2 border-l border-border","children":["$","$L6",null,{"trigger":["$","button",null,{"className":"inline-flex items-center justify-center whitespace-nowrap ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 border border-input hover:text-accent-foreground px-3 h-9 rounded-md bg-muted/50 hover:bg-muted text-xs font-medium transition-all shadow-sm","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-search mr-2 h-3.5 w-3.5 text-muted-foreground","children":[["$","circle","4ej97u",{"cx":"11","cy":"11","r":"8"}],["$","path","1qie3q",{"d":"m21 21-4.3-4.3"}],"$undefined"]}],"Browse Library"]}]}]}]]}],["$","div",null,{"className":"flex items-center md:pl-2 md:border-l md:ml-2 space-x-1","children":[["$","$L7",null,{}],["$","$L8",null,{"children":[["$","$L9",null,{"asChild":true,"children":["$","button",null,{"className":"inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-10 w-10 md:hidden","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-menu h-5 w-5","children":[["$","line","1e0a9i",{"x1":"4","x2":"20","y1":"12","y2":"12"}],["$","line","1owob3",{"x1":"4","x2":"20","y1":"6","y2":"6"}],["$","line","yk5zj1",{"x1":"4","x2":"20","y1":"18","y2":"18"}],"$undefined"]}],["$","span",null,{"className":"sr-only","children":"Toggle navigation menu"}]]}]}],["$","$La",null,{"side":"right","className":"w-[300px] sm:w-[400px]","children":[["$","$Lb",null,{"children":["$","$Lc",null,{"className":"text-left","children":["$","div",null,{"className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"font-bold text-xl tracking-tight","children":"Vaduan"}]]}]}]}],["$","nav",null,{"className":"flex flex-col gap-4 mt-8","children":[["$","$L5",null,{"href":"/managed-services","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-cpu mr-2 h-4 w-4","children":[["$","rect","14l7u7",{"width":"16","height":"16","x":"4","y":"4","rx":"2"}],["$","rect","5aljv4",{"width":"6","height":"6","x":"9","y":"9","rx":"1"}],["$","path","13l42r",{"d":"M15 2v2"}],["$","path","15mkzm",{"d":"M15 20v2"}],["$","path","1gxd5l",{"d":"M2 15h2"}],["$","path","1bbxkp",{"d":"M2 9h2"}],["$","path","19e6y8",{"d":"M20 15h2"}],["$","path","19tzq7",{"d":"M20 9h2"}],["$","path","165o2o",{"d":"M9 2v2"}],["$","path","i2bqo8",{"d":"M9 20v2"}],"$undefined"]}],"Services"]}],["$","$L5",null,{"href":"/browse","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-telescope mr-2 h-4 w-4","children":[["$","path","k4qptu",{"d":"m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"}],["$","path","19l80z",{"d":"m13.56 11.747 4.332-.924"}],["$","path","7oh9d",{"d":"m16 21-3.105-6.21"}],["$","path","m7xp4m",{"d":"M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"}],["$","path","74o979",{"d":"m6.158 8.633 1.114 4.456"}],["$","path","1fvxut",{"d":"m8 21 3.105-6.21"}],["$","circle","1c1ljs",{"cx":"12","cy":"13","r":"2"}],"$undefined"]}],"Use Cases"]}],["$","$L5",null,{"href":"/solutions","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-brain mr-2 h-4 w-4","children":[["$","path","l5xja",{"d":"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z"}],["$","path","ep3f8r",{"d":"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z"}],["$","path","1p4c4q",{"d":"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4"}],["$","path","tmeiqw",{"d":"M17.599 6.5a3 3 0 0 0 .399-1.375"}],["$","path","105sqy",{"d":"M6.003 5.125A3 3 0 0 0 6.401 6.5"}],["$","path","ql3yin",{"d":"M3.477 10.896a4 4 0 0 1 .585-.396"}],["$","path","1qfode",{"d":"M19.938 10.5a4 4 0 0 1 .585.396"}],["$","path","2e4loj",{"d":"M6 18a4 4 0 0 1-1.967-.516"}],["$","path","159ez6",{"d":"M19.967 17.484A4 4 0 0 1 18 18"}],"$undefined"]}],"Solutions"]}],["$","$L5",null,{"href":"/careers","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-briefcase mr-2 h-4 w-4","children":[["$","path","jecpp",{"d":"M16 20V4a2 2 0 0 0-2-2h-4a2 2 0 0 0-2 2v16"}],["$","rect","i6l2r4",{"width":"20","height":"14","x":"2","y":"6","rx":"2"}],"$undefined"]}],"Careers"]}],["$","$L5",null,{"href":"/about#contact","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-mail mr-2 h-4 w-4","children":[["$","rect","18n3k1",{"width":"20","height":"16","x":"2","y":"4","rx":"2"}],["$","path","1ocrg3",{"d":"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7"}],"$undefined"]}],"Contact"]}],["$","div",null,{"className":"pt-4 mt-4 border-t border-border","children":["$","$L6",null,{"trigger":["$","button",null,{"className":"inline-flex items-center whitespace-nowrap ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 border border-input hover:text-accent-foreground px-4 py-2 w-full justify-start h-11 rounded-md bg-muted/50 hover:bg-muted text-sm font-medium transition-all shadow-sm","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-search mr-2 h-4 w-4 text-muted-foreground","children":[["$","circle","4ej97u",{"cx":"11","cy":"11","r":"8"}],["$","path","1qie3q",{"d":"m21 21-4.3-4.3"}],"$undefined"]}],"Browse Use Case Library"]}]}]}]]}]]}]]}]]}]]}]]}]}],["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":[[["$","title",null,{"children":"404: This page could not be found."}],["$","div",null,{"style":{"fontFamily":"system-ui,\"Segoe UI\",Roboto,Helvetica,Arial,sans-serif,\"Apple Color Emoji\",\"Segoe UI Emoji\"","height":"100vh","textAlign":"center","display":"flex","flexDirection":"column","alignItems":"center","justifyContent":"center"},"children":["$","div",null,{"children":[["$","style",null,{"dangerouslySetInnerHTML":{"__html":"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}"}}],["$","h1",null,{"className":"next-error-h1","style":{"display":"inline-block","margin":"0 20px 0 0","padding":"0 23px 0 0","fontSize":24,"fontWeight":500,"verticalAlign":"top","lineHeight":"49px"},"children":404}],["$","div",null,{"style":{"display":"inline-block"},"children":["$","h2",null,{"style":{"fontSize":14,"fontWeight":400,"lineHeight":"49px","margin":0},"children":"This page could not be found."}]}]]}]}]],[]],"forbidden":"$undefined","unauthorized":"$undefined"}],["$","$Lf",null,{}],["$","$L10",null,{}],["$","footer",null,{"className":"border-t border-border bg-background","children":["$","div",null,{"className":"mx-auto max-w-7xl px-6 py-12 md:py-16","children":[["$","div",null,{"className":"grid grid-cols-2 gap-8 md:grid-cols-4 lg:grid-cols-5","children":[["$","div",null,{"className":"col-span-2 lg:col-span-2","children":[["$","$L5",null,{"href":"/","className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"text-xl font-bold tracking-tight text-foreground","children":"Vaduan"}]]}],["$","p",null,{"className":"mt-4 max-w-xs text-sm text-muted-foreground leading-relaxed","children":"Bridging the gap between complex enterprise data and actionable decision intelligence."}]]}],[["$","div","Product",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Product"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","Solutions",{"children":["$","$L5",null,{"href":"/solutions","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Solutions"}]}],["$","li","Use Cases",{"children":["$","$L5",null,{"href":"/browse","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Use Cases"}]}],["$","li","FrenchCase",{"children":["$","$L5",null,{"href":"/frenchcase","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"FrenchCase"}]}],["$","li","Services",{"children":["$","$L5",null,{"href":"/managed-services","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Services"}]}]]}]]}],["$","div","Company",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Company"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","About",{"children":["$","$L5",null,{"href":"/about","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"About"}]}],["$","li","Blog",{"children":["$","$L5",null,{"href":"/blog","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Blog"}]}],["$","li","Careers",{"children":["$","$L5",null,{"href":"/careers","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Careers"}]}],["$","li","Contact",{"children":["$","$L5",null,{"href":"/about#contact","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Contact"}]}]]}]]}],["$","div","Legal",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Legal"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","Privacy",{"children":["$","$L5",null,{"href":"#","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Privacy"}]}],["$","li","Terms",{"children":["$","$L5",null,{"href":"#","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Terms"}]}]]}]]}]]]}],["$","div",null,{"className":"mt-12 border-t border-border pt-8 flex flex-col md:flex-row items-center justify-between gap-4","children":[["$","p",null,{"className":"text-xs text-muted-foreground","children":["© ",2026," ","Vaduan",". All rights reserved."]}],["$","div",null,{"className":"flex items-center gap-6","children":[["$","a",null,{"href":"http://linkedin.com/company/vaduan-solutions","className":"text-muted-foreground hover:text-foreground transition-colors","aria-label":"LinkedIn","children":["$","svg",null,{"className":"h-5 w-5","fill":"currentColor","viewBox":"0 0 24 24","children":["$","path",null,{"d":"M19 0h-14c-2.761 0-5 2.239-5 5v14c0 2.761 2.239 5 5 5h14c2.762 0 5-2.239 5-5v-14c0-2.761-2.238-5-5-5zm-11 19h-3v-11h3v11zm-1.5-12.268c-.966 0-1.75-.79-1.75-1.764s.784-1.764 1.75-1.764 1.75.79 1.75 1.764-.783 1.764-1.75 1.764zm13.5 12.268h-3v-5.604c0-3.368-4-3.113-4 0v5.604h-3v-11h3v1.765c1.396-2.586 7-2.777 7 2.476v6.759z"}]}]}],["$","a",null,{"href":"#","className":"text-muted-foreground hover:text-foreground transition-colors","aria-label":"Twitter","children":["$","svg",null,{"className":"h-5 w-5","fill":"currentColor","viewBox":"0 0 24 24","children":["$","path",null,{"d":"M24 4.557c-.883.392-1.832.656-2.828.775 1.017-.609 1.798-1.574 2.165-2.724-.951.564-2.005.974-3.127 1.195-.897-.957-2.178-1.555-3.594-1.555-3.179 0-5.515 2.966-4.797 6.045-4.091-.205-7.719-2.165-10.148-5.144-1.29 2.213-.669 5.108 1.523 6.574-.806-.026-1.566-.247-2.229-.616-.054 2.281 1.581 4.415 3.949 4.89-.693.188-1.452.232-2.224.084.626 1.956 2.444 3.379 4.6 3.419-2.07 1.623-4.678 2.348-7.29 2.04 2.179 1.397 4.768 2.212 7.548 2.212 9.142 0 14.307-7.721 13.995-14.646.962-.695 1.797-1.562 2.457-2.549z"}]}]}]]}]]}]]}]}]]}]}]}]}]]}]]}],{"children":["blog",["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["slug","building-reliable-ingestion-pipelines","d"],["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":["__PAGE__",["$","$1","c",{"children":["$L11",null,["$","$L12",null,{"children":["$L13","$L14",["$","$L15",null,{"promise":"$@16"}]]}]]}],{},null,false]},null,false]},null,false]},null,false],["$","$1","h",{"children":[null,["$","$1","_7K59kcKdR_KEs2pr8zi3v",{"children":[["$","$L17",null,{"children":"$L18"}],null]}],["$","$L19",null,{"children":"$L1a"}]]}],false]],"m":"$undefined","G":["$1b","$undefined"],"s":false,"S":true}
1c:"$Sreact.suspense"
1d:I[74911,[],"AsyncMetadata"]
1a:["$","div",null,{"hidden":true,"children":["$","$1c",null,{"fallback":null,"children":["$","$L1d",null,{"promise":"$@1e"}]}]}]
11:["$","main",null,{"className":"min-h-screen bg-background text-foreground antialiased font-sans","children":[["$","div",null,{"className":"bg-card border-b border-border","children":["$","div",null,{"className":"mx-auto max-w-[800px] px-6 py-3 flex items-center gap-2 text-[11px] font-semibold text-muted-foreground uppercase tracking-wider","children":[["$","$L5",null,{"href":"/","className":"hover:text-primary transition-colors","children":"Home"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-chevron-right h-3 w-3","children":[["$","path","mthhwq",{"d":"m9 18 6-6-6-6"}],"$undefined"]}],["$","$L5",null,{"href":"/blog","className":"hover:text-primary transition-colors","children":"Blog"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-chevron-right h-3 w-3","children":[["$","path","mthhwq",{"d":"m9 18 6-6-6-6"}],"$undefined"]}],["$","span",null,{"className":"text-muted-foreground/60 truncate max-w-[200px]","children":"Data Engineering"}]]}]}],["$","header",null,{"className":"bg-card border-b border-border shadow-sm","children":["$","div",null,{"className":"mx-auto max-w-[800px] px-6 py-12 md:py-16","children":[["$","div",null,{"className":"flex items-center gap-3 mb-6","children":[["$","span",null,{"className":"text-[10px] font-black uppercase tracking-widest text-primary","children":"Data Engineering"}],["$","span",null,{"className":"text-muted-foreground/30","children":"•"}],["$","span",null,{"className":"text-xs font-bold text-muted-foreground flex items-center gap-1","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-clock h-3 w-3","children":[["$","circle","1mglay",{"cx":"12","cy":"12","r":"10"}],["$","polyline","68esgv",{"points":"12 6 12 12 16 14"}],"$undefined"]}]," ","6 min"]}]]}],["$","h1",null,{"className":"text-3xl md:text-4xl font-extrabold tracking-tight text-foreground leading-tight","children":"Building Reliable Ingestion Pipelines — From Raw Source to Governed Layer."}],["$","p",null,{"className":"mt-4 text-lg text-muted-foreground leading-relaxed font-medium","children":"The ingestion layer is where most data quality problems are born and where they are cheapest to fix. Most teams only discover this after the fact."}]]}]}],["$","article",null,{"className":"mx-auto max-w-[800px] px-6 py-12 md:py-16","children":[["$","div",null,{"className":"bg-card border border-border rounded-xl p-8 md:p-12 shadow-sm space-y-6","children":[["$","p","0",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"The ingestion layer is where most data quality problems are born and where they are cheapest to fix. A null that enters undetected at ingest becomes a missing dimension in a downstream model, which becomes an unexplained variance in a board-level KPI, which becomes a retrospective investigation consuming two engineers and a week of calendar time. The economics of catching problems at the source versus discovering them in production are not close."}],["$","p","1",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"A production-grade ingestion pipeline is not a scheduled script that moves records from A to B. It is a system with contracts. The contract specifies the schema the source is expected to produce, the freshness window within which data must arrive, the cardinality constraints that should hold on key fields, and the volume envelope that separates a slow day from a broken feed. When any of these contracts are violated, the pipeline fails loudly, routes the raw payload to a quarantine zone, and generates an incident with enough context for the on-call engineer to understand the nature of the failure without reading source code."}],["$","p","2",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"Change data capture is the architectural pattern that separates reactive pipelines from responsive ones. Polling a source system every four hours produces data that is four hours stale at worst — acceptable for some analytical use cases, completely inadequate for operational intelligence. CDC subscribes to the transaction log of the source database and propagates row-level changes in near real time, enabling downstream consumers to operate on current state rather than the last snapshot. The implementation complexity is real — log format differences across database engines, handling schema changes in the log stream, managing consumer lag during backfill operations — but the operational advantage justifies it for any source that feeds time-sensitive decisions."}],["$","p","3",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"Idempotency is the property that separates pipelines that can be safely re-run from pipelines that require surgical intervention when something goes wrong. An idempotent pipeline can be executed multiple times against the same input and produce the same output. This sounds like a basic requirement. Most pipelines built under time pressure do not have it. When a partial failure at two in the morning requires a manual decision about which records were successfully written and which need to be replayed, the cost of not having built idempotency in from the start becomes very concrete. The correct time to enforce this constraint is in the design phase, before the first line of transformation logic is written."}]]}],["$","div",null,{"className":"mt-12 pt-8 border-t border-border flex items-center justify-between","children":["$","$L5",null,{"href":"/blog","className":"flex items-center gap-2 text-sm font-bold text-primary hover:underline","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-arrow-left h-4 w-4","children":[["$","path","1l729n",{"d":"m12 19-7-7 7-7"}],["$","path","x3x0zl",{"d":"M19 12H5"}],"$undefined"]}]," Back to all articles"]}]}]]}]]}]
14:null
18:[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]]
13:null
16:{"metadata":[["$","title","0",{"children":"Building Reliable Ingestion Pipelines — From Raw Source to Governed Layer. | Vaduan"}],["$","meta","1",{"name":"description","content":"The ingestion layer is where most data quality problems are born and where they are cheapest to fix. Most teams only discover this after the fact."}],["$","meta","2",{"name":"darkreader-lock","content":"true"}],["$","link","3",{"rel":"icon","href":"/favicon.png"}]],"error":null,"digest":"$undefined"}
1e:{"metadata":"$16:metadata","error":null,"digest":"$undefined"}