PageSourceSearch

https://humanless.solutions/blog

html humanless.solutions collected 2026-10-06 07:15:55 UTC 111,106 bytes, 3 lines download raw bytes

1<!DOCTYPE html><html lang="en" data-scroll-behavior="smooth"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="/_next/static/css/da6512f5b0afe8ea.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/dfdbd3b15b1628c0.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/a35b22006123e7b4.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/e63073ab185b7163.css" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/_next/static/chunks/webpack-57d011243bf2ef74.js"/>
1<script src="/_next/static/chunks/4bd1b696-8a4ab4fdf0ae305a.js" async=""></script>
1<script src="/_next/static/chunks/3794-6cecce02b123eb1f.js" async=""></script>
1<script src="/_next/static/chunks/main-app-8fadc8baa1860d4a.js" async=""></script>
1<script src="/_next/static/chunks/app/not-found-b5916256251b3523.js" async=""></script>
1<script src="/_next/static/chunks/c15bf2b0-0c97251bff38416c.js" async=""></script>
1<script src="/_next/static/chunks/1930-6b97af298769d099.js" async=""></script>
1<script src="/_next/static/chunks/3541-c3a5d9777d34b157.js" async=""></script>
1<script src="/_next/static/chunks/1997-b57c019ea099dcc6.js" async=""></script>
1<script src="/_next/static/chunks/8811-3c5cec0d9d772599.js" async=""></script>
1<script src="/_next/static/chunks/20-9e3ed1cdacfed260.js" async=""></script>
1<script src="/_next/static/chunks/5096-da3e40f36ed37e1b.js" async=""></script>
1<script src="/_next/static/chunks/596-83a826c268dd3666.js" async=""></script>
1<script src="/_next/static/chunks/3133-2188dca40927939a.js" async=""></script>
1<script src="/_next/static/chunks/app/%5Blocale%5D/(information)/layout-f08e244c572bf176.js" async=""></script>
1<script src="/_next/static/chunks/2511-89c18a47263c00e7.js" async=""></script>
1<script src="/_next/static/chunks/2959-c09ced72605418f6.js" async=""></script>
1<script src="/_next/static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js" async=""></script>
1<script src="/_next/static/chunks/462-5378484ab8e6acb2.js" async=""></script>
1<script src="/_next/static/chunks/5772-6cf78180ecf9dce0.js" async=""></script>
1<script src="/_next/static/chunks/app/%5Blocale%5D/(information)/blog/page-11fd5c9e34d4e392.js" async=""></script>
1<link rel="preload" href="https://www.googletagmanager.com/gtag/js?id=G-W62H4FVEEG" as="script"/><title>Blog | Humanless Solutions</title><meta name="description" content="Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works."/><link rel="canonical" href="https://humanless.solutions/blog"/><link rel="alternate" hrefLang="x-default" href="https://humanless.solutions/blog"/><link rel="alternate" hrefLang="en" href="https://humanless.solutions/blog"/><link rel="alternate" hrefLang="ru" href="https://humanless.solutions/ru/blog"/><link rel="alternate" type="application/rss+xml" href="https://humanless.solutions/blog/feed"/><meta property="og:title" content="Blog | Humanless Solutions"/><meta property="og:description" content="Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works."/><meta property="og:site_name" content="Humanless Solutions"/><meta property="og:locale" content="en_US"/><meta property="og:image" content="https://humanless.solutions/echo/2025/12/humanless_opengraph.png"/><meta property="og:image:type" content="image/png"/><meta property="og:image:width" content="2400"/><meta property="og:image:height" content="1260"/><meta property="og:locale:alternate" content="ru_RU"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="Blog | Humanless Solutions"/><meta name="twitter:description" content="Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works."/><meta name="twitter:image" content="https://humanless.solutions/echo/2025/12/humanless_opengraph.png"/><link rel="icon" href="/icon.png?e68fa217efb93af3" type="image/png" sizes="48x48"/><link rel="icon" href="/icon.svg?7fdbe1047a9a4287" type="image/svg+xml" sizes="any"/>
1<script>(self.__next_s=self.__next_s||[]).push([0,{"children":"(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n              new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n              j=d.createElement(s),dl=l!='dataLayer'?'\u0026l='+l:'';j.async=true;j.src=\n              'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n              })(window,document,'script','dataLayer','GTM-5MV9WS3N');\n            ","id":"google-tag-manager"}])</script>
1<script src="/_next/static/chunks/polyfills-42372ed130431b0a.js" noModule=""></script>
1</head><body class="2xl:max-w-[1920px] 2xl:mx-auto antialiased"><div hidden=""><!--$--><!--/$--></div>
vendor: 67 bytes, line 1
1<noscript><iframe src="https://www.googletagmanager.com/ns.html?id=
1GTM-5MV9WS3N
vendor: 82 bytes, line 1
1" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>
1<div class="relative size-full"><div class="sm:bg-[#141416]"><div data-sheet="light" class="relative grid grid-cols-[minmax(0,1fr)] min-h-dvh bg-transparent md:bg-white overflow-x-clip [--clip-base:none] [--clip-middle:none] [--clip-end:none] md:[--clip-base:polygon(50%_0%,50%_0%,50%_100%,50%_100%)] md:[--clip-middle:polygon(7%_0%,93%_0%,100%_100%,0%_100%)] md:[--clip-end:polygon(9%_0%,91%_0%,100%_100%,0%_100%)] lg:[--clip-middle:polygon(9%_0%,91%_0%,100%_100%,0%_100%)] lg:[--clip-end:polygon(11%_0%,89%_0%,100%_100%,0%_100%)] 2xl:[--clip-middle:polygon(12%_0%,88%_0%,100%_100%,0%_100%)] 2xl:[--clip-end:polygon(15%_0%,85%_0%,100%_100%,0%_100%)]" style="clip-path:var(--clip-base)"><div class="mx-auto flex px-4 sm:px-8 md:px-0 md:max-w-[800px] lg:max-w-[960px] w-full flex-col z-10"><header class="grid grid-flow-col items-center justify-between z-10 lg:items-start pt-4 mb-12 md:mb-14 lg:mb-16 sm:pt-10 z-10 lg:pt-20 relative before:pointer-events-none before:absolute before:-inset-x-4 before:-bottom-2 before:top-0 before:-z-10 before:opacity-0 before:transition-opacity before:duration-300 sm:before:-inset-x-8 md:before:-inset-x-[50vw] before:shadow-[0_10px_24px_-18px_rgba(20,20,22,0.35)] before:bg-white"><div class="grid justify-start gap-y-1 z-20 text-[#141416]"><a class="grid" aria-label="Humanless Solutions, home page" href="/"><span class="hdr-mark grid" style="--hdr-mark:url(/brand/logotype.svg)"><svg class="inline-block select-none w-[128px] h-[21px] sm:w-[170px] sm:h-7 md:w-[195px] md:h-8 lg:h-[36px] lg:w-[219px]" viewBox="0 0 171 28" aria-hidden="true" focusable="false"><use href="/sprites/line.def7f609.svg#logotype-new"></use></svg></span></a><p class="-ml-px font-helvetica text-[18px] sm:text-[24px] md:text-[28px] leading-none uppercase lg:text-[32px]">Blog<!-- --> </p></div><nav aria-label="Main menu" class="hidden lg:grid"><ul class="grid"><li><a class="grid text-right font-ibm text-[18px] leading-[130%] uppercase text-heading" href="/"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Home"><span class="style_textHoverItem__rMGC8">Home</span></span></span></a></li></ul></nav><button class="grid place-items-center size-14 z-20 border-transparent transition-all duration-200 ease-in-out hdr-rest outline-none focus-visible:ring-2 focus-visible:ring-inset focus-visible:ring-primary rounded-2xl lg:hidden" aria-label="Open menu"><svg viewBox="0 0 48 48" fill="currentColor" aria-hidden="true" class="overflow-visible size-14 transition-colors lg:hover:text-primary text-[#4D4D4D]"><rect x="13" y="17" width="22" height="2" rx="1" style="transform-box:fill-box;transform-origin:50% 50%;transform:none"></rect><rect x="13" y="23" width="22" height="2" rx="1" opacity="1" style="transform-box:fill-box;transform-origin:center"></rect><rect x="13" y="29" width="22" height="2" rx="1" style="transform-box:fill-box;transform-origin:50% 50%;transform:none"></rect></svg></button></header><main class="flex-1 min-w-0 enter-up" style="opacity:1;transform:none">
1<script type="application/ld+json">{"@context":"https://schema.org","@type":"CollectionPage","headline":"Blog | Humanless Solutions","description":"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.","inLanguage":"en","url":"https://humanless.solutions/blog"}</script>
1<script type="application/ld+json">{"@context":"https://schema.org","@type":"ItemList","itemListElement":[{"@type":"ListItem","position":1,"url":"https://humanless.solutions/blog/what-an-ai-agent-is-made-of","name":"The AI agent that buys my groceries and runs my apartment"},{"@type":"ListItem","position":2,"url":"https://humanless.solutions/blog/test","name":"Test post","image":"https://cdn.humanless.solutions/2025/11/mu-1.png"}]}</script>
1<script type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog | Humanless Solutions","item":"https://humanless.solutions/blog"}]}</script>
1<h1 class="sr-only">Humanless <!-- -->Blog</h1><div class="hidden sm:grid grid-cols-2 gap-x-8 content-start mb-14 md:gap-x-3 lg:gap-x-12"><ul class="grid md:gap-y-6 content-start md:px-10 lg:px-0 lg:[&amp;&gt;li:nth-child(even)]:px-7 lg:[&amp;&gt;li:nth-child(odd)]:pr-14 lg:gap-y-12"><li class="grid w-full max-w-[380px] justify-self-center sm:py-6 lg:py-8"><div><div><div class="grid project-case-glow-border rounded-3xl max-sm:animate-[metal-drift_7s_ease-in-out_infinite_alternate]" style="transform:perspective(1400px)"><article style="--bg-color:#141416;--tag-bg-color:rgba(244, 109, 36, 0.1);--tag-bg-highlighted-color:#F46D24;--tag-color:#F46D24;--tag-highlighted-color:#1E1E1E;--title-color:#69ED71;--reading-time-color:#F46D24" class="relative flex flex-col p-4 min-h-[358px] overflow-hidden rounded-xl bg-[var(--bg-color)] sm:min-h-[404px] md:p-6 md:min-h-[440px] lg:min-h-[560px] !rounded-3xl lg:min-h-[460px]"><ul class="flex flex-wrap gap-1.5 max-h-20 overflow-hidden"></ul><div class="grid flex-1 place-items-center"></div><h2 class="pb-4 font-ibm text-base font-semibold uppercase leading-normal text-[var(--title-color)]"><a class="line-clamp-4 after:absolute after:inset-0" href="/blog/what-an-ai-agent-is-made-of">The AI agent that buys my groceries and runs my apartment</a></h2><p class="font-ibm text-base-sm leading-normal text-[var(--reading-time-color)]">7 min</p></article></div></div></div></li></ul><ul class="hidden sm:grid md:gap-y-6 content-start pt-[120px] md:px-10 lg:px-0 lg:gap-y-12 lg:pt-[180px] lg:[&amp;&gt;li:nth-child(odd)]:px-7 lg:[&amp;&gt;li:nth-child(even)]:pl-14"><li class="grid w-full max-w-[380px] justify-self-center sm:py-6 lg:py-8"><div><div><div class="grid project-case-glow-border rounded-3xl max-sm:animate-[metal-drift_7s_ease-in-out_infinite_alternate]" style="transform:perspective(1400px)"><article style="--bg-color:#141416;--tag-bg-color:rgba(244, 109, 36, 0.1);--tag-bg-highlighted-color:#F46D24;--tag-color:#F46D24;--tag-highlighted-color:#1E1E1E;--title-color:#69ED71;--reading-time-color:#F46D24" class="relative flex flex-col p-4 min-h-[358px] overflow-hidden rounded-xl bg-[var(--bg-color)] sm:min-h-[404px] md:p-6 md:min-h-[440px] lg:min-h-[560px] !rounded-3xl lg:min-h-[460px]"><ul class="flex flex-wrap gap-1.5 max-h-20 overflow-hidden"></ul><div class="grid flex-1 place-items-center"><img alt="" loading="lazy" width="360" height="300" decoding="async" data-nimg="1" class="size-[116px] object-cover" style="color:transparent" src="https://cdn.humanless.solutions/2025/11/mu-1.png"/></div><h2 class="pb-4 font-ibm text-base font-semibold uppercase leading-normal text-[var(--title-color)]"><a class="line-clamp-4 after:absolute after:inset-0" href="/blog/test">Test post</a></h2><p class="font-ibm text-base-sm leading-normal text-[var(--reading-time-color)]">1 min</p></article></div></div></div></li></ul></div><ul class="grid gap-y-6 sm:hidden"><li class="grid w-full max-w-[380px] justify-self-center sm:py-6 lg:py-8"><div><div><div class="grid project-case-glow-border rounded-3xl max-sm:animate-[metal-drift_7s_ease-in-out_infinite_alternate]" style="transform:perspective(1400px)"><article style="--bg-color:#141416;--tag-bg-color:rgba(244, 109, 36, 0.1);--tag-bg-highlighted-color:#F46D24;--tag-color:#F46D24;--tag-highlighted-color:#1E1E1E;--title-color:#69ED71;--reading-time-color:#F46D24" class="relative flex flex-col p-4 min-h-[358px] overflow-hidden rounded-xl bg-[var(--bg-color)] sm:min-h-[404px] md:p-6 md:min-h-[440px] lg:min-h-[560px] !rounded-3xl lg:min-h-[460px]"><ul class="flex flex-wrap gap-1.5 max-h-20 overflow-hidden"></ul><div class="grid flex-1 place-items-center"></div><h2 class="pb-4 font-ibm text-base font-semibold uppercase leading-normal text-[var(--title-color)]"><a class="line-clamp-4 after:absolute after:inset-0" href="/blog/what-an-ai-agent-is-made-of">The AI agent that buys my groceries and runs my apartment</a></h2><p class="font-ibm text-base-sm leading-normal text-[var(--reading-time-color)]">7 min</p></article></div></div></div></li><li class="grid w-full max-w-[380px] justify-self-center sm:py-6 lg:py-8"><div><div><div class="grid project-case-glow-border rounded-3xl max-sm:animate-[metal-drift_7s_ease-in-out_infinite_alternate]" style="transform:perspective(1400px)"><article style="--bg-color:#141416;--tag-bg-color:rgba(244, 109, 36, 0.1);--tag-bg-highlighted-color:#F46D24;--tag-color:#F46D24;--tag-highlighted-color:#1E1E1E;--title-color:#69ED71;--reading-time-color:#F46D24" class="relative flex flex-col p-4 min-h-[358px] overflow-hidden rounded-xl bg-[var(--bg-color)] sm:min-h-[404px] md:p-6 md:min-
1h-[440px] lg:min-h-[560px] !rounded-3xl lg:min-h-[460px]"><ul class="flex flex-wrap gap-1.5 max-h-20 overflow-hidden"></ul><div class="grid flex-1 place-items-center"><img alt="" loading="lazy" width="360" height="300" decoding="async" data-nimg="1" class="size-[116px] object-cover" style="color:transparent" src="https://cdn.humanless.solutions/2025/11/mu-1.png"/></div><h2 class="pb-4 font-ibm text-base font-semibold uppercase leading-normal text-[var(--title-color)]"><a class="line-clamp-4 after:absolute after:inset-0" href="/blog/test">Test post</a></h2><p class="font-ibm text-base-sm leading-normal text-[var(--reading-time-color)]">1 min</p></article></div></div></div></li></ul><!--$--><!--/$--></main><footer class="relative -ml-4 px-4 w-[calc(100%+32px)] sm:ml-0 sm:px-0 sm:w-full pb-3 lg:pb-14"><section class="relative isolate mt-8 sm:mt-12 md:mt-14 lg:mt-16 mb-16 lg:mb-20 grid gap-y-14"><div class="grid grid-flow-col gap-x-8 justify-start items-center sm:grid-flow-row"><h2 class="font-ibm whitespace-pre-line xs:font-semibold xs:text-base-md xs:uppercase sm:font-medium sm:text-headline-sm lg:text-headline-md text-heading">Humanless work
2Human results</h2></div><div class="grid gap-y-8 gap-x-6 xs:grid-flow-row min-[430px]:grid-cols-2 lg:grid-cols-3"><div class="grid content-start gap-y-3"><h3 class="border-b border-dashed pb-2 font-ibm text-base-sm leading-normal font-semibold uppercase text-heading border-heading/50 uppercase">humanless</h3><nav aria-label="Footer menu"><ul class="grid gap-y-3 justify-start"><li><a class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" href="/"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Solutions"><span class="style_textHoverItem__rMGC8">Solutions</span></span></span></a></li><li><a class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" href="/blog"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Blog"><span class="style_textHoverItem__rMGC8">Blog</span></span></span></a></li></ul></nav></div><div class="grid content-start gap-y-3"><h3 class="border-b border-dashed pb-2 font-ibm text-base-sm leading-normal font-semibold uppercase text-heading border-heading/50">Get in touch</h3><ul class="grid gap-y-3 justify-start"><li><a href="https://t.me/humanless_solutions" class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" target="_blank" rel="noopener noreferrer"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Telegram"><span class="style_textHoverItem__rMGC8">Telegram</span></span></span></a></li><li><a href="https://www.linkedin.com/in/gogennady/" class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" target="_blank" rel="noopener noreferrer"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="LinkedIn"><span class="style_textHoverItem__rMGC8">LinkedIn</span></span></span></a></li><li><a href="https://www.behance.net/humanless_solutions" class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" target="_blank" rel="noopener noreferrer"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Behance"><span class="style_textHoverItem__rMGC8">Behance</span></span></span></a></li></ul></div><div class="grid content-start gap-y-3 xs:col-span-1 min-[430px]:col-span-2 lg:col-span-1"><h3 class="border-b border-dashed pb-2 font-ibm text-base-sm leading-normal font-semibold uppercase text-heading border-heading/50">Info</h3><a class="text-base-sm leading-tight tracking-[0.8px] uppercase text-heading" href="/privacy-policy"><span class="style_textHover__oIRqQ"><span class="style_textHoverWrapper___tKqs" data-title="Privacy Policy"><span class="style_textHoverItem__rMGC8">Privacy Policy</span></span></span></a></div></div><a href="/cdn-cgi/l/email-protection#b2c6ddc7d1daf2dac7dfd3dcded7c1c19cc1dddec7c6dbdddcc1" class="glitch_glitch__koh6i font-ibm text-base leading-normal font-semibold sm:normal-case text-[#30DED7] sm:text-headline sm:leading-normal sm:font-medium lg:text-display-l lg:leading-tight lg:font-normal justify-self-start rounded-md focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-[#30DED7]/70 focus-visible:ring-offset-4 focus-visible:ring-offset-white glitch_light__58XOW" data-text="[email protected]"><span class="__cf_email__" data-cfemail="e4908b91878ca48c9189858a88819797ca978b8891908d8b8a97">[email&#160;protected]</span></a></section><svg class="inline-block select-none absolute w-[calc(100%+8px)] h-auto text-heading xs:-bottom-4 xs:-left-1 sm:-left-1 sm:-bottom-10 sm:w-[calc(100%+32px)] md:-bottom-14 md:w-full" viewBox="0 0 850 144" aria-hidden="true" focusable="false"><use href="/sprites/line.def7f609.svg#logo"></use></svg></footer></div><div class="fixed inset-0 hidden w-full h-dvh bg-white sm:grid sm:[clip-path:polygon(3%_0%,97%_0%,100%_100%,0%_100%)] md:[clip-path:polygon(5%_0%,95%_0%,100%_100%,0%_100%)] z-0 md:hidden"></div></div></div></div><canvas aria-hidden="true" class="fixed inset-0 z-[9999] pointer-events-none" style="width:100vw;height:100vh"></canvas>
vendor: 108 bytes, line 2
2<script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script>
2<script src="/_next/static/chunks/webpack-57d011243bf2ef74.js" id="_R_" async=""></script>
2<script>(self.__next_f=self.__next_f||[]).push([0])</script>
2<script>self.__next_f.push([1,"1:\"$Sreact.fragment\"\n2:I[57121,[],\"\"]\n3:I[74581,[],\"\"]\n4:I[94972,[\"4345\",\"static/chunks/app/not-found-b5916256251b3523.js\"],\"default\"]\n8:I[90484,[],\"OutletBoundary\"]\n9:\"$Sreact.suspense\"\nc:I[90484,[],\"ViewportBoundary\"]\ne:I[90484,[],\"MetadataBoundary\"]\n10:I[27123,[],\"default\",1]\n:HL[\"/_next/static/css/da6512f5b0afe8ea.css\",\"style\"]\n:HL[\"/_next/static/css/dfdbd3b15b1628c0.css\",\"style\"]\n:HL[\"/_next/static/css/a35b22006123e7b4.css\",\"style\"]\n:HL[\"/_next/static/css/e63073ab185b7163.css\",\"style\"]\nb:X\n0:{\"P\":null,\"c\":[\"\",\"blog?_rsc=qiLzsAYmXygbr4r4\"],\"q\":\"\",\"i\":false,\"f\":[[[\"\",{\"children\":[[\"locale\",\"en\",\"d\",[\"_not-found\",\"_global-error\",\"sitemap-blog-ru.xml\",\"sitemap-blog.xml\",\"sitemap-portfolio-ru.xml\",\"sitemap-portfolio.xml\",\"sitemap-services-ru.xml\",\"sitemap-services.xml\",\"sitemap-static-ru.xml\",\"sitemap-static.xml\",\"sitemap.xml\",\"api\",\"icon.png\",\"icon.svg\"]],{\"children\":[\"(information)\",{\"children\":[\"blog\",{\"children\":[\"__PAGE__\",{},\"$undefined\",\"$undefined\",4256]},\"$undefined\",\"$undefined\",4192]},\"$undefined\",\"$undefined\",4160]},\"$undefined\",\"$undefined\",4128]},\"$undefined\",\"$undefined\",4176],[[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[\"$\",\"$L4\",null,{}],[]],\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/da6512f5b0afe8ea.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"1\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/dfdbd3b15b1628c0.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],\"$L5\"]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/a35b22006123e7b4.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"1\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/e63073ab185b7163.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],\"$L6\"]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[\"$L7\",null,[\"$\",\"$L8\",null,{\"children\":[\"$\",\"$9\",null,{\"name\":\"Next.MetadataOutlet\",\"children\":\"$@a\"}]}]]}],{},null,false,null]},null,false,\"$b\"]},null,false,null]},null,false,null]},null,false,null],[\"$\",\"$1\",\"h\",{\"children\":[null,[\"$\",\"$Lc\",null,{\"children\":\"$Ld\"}],[\"$\",\"div\",null,{\"hidden\":true,\"children\":[\"$\",\"$Le\",null,{\"children\":[\"$\",\"$9\",null,{\"name\":\"Next.Metadata\",\"children\":\"$Lf\"}]}]}],null]}],false]],\"m\":\"$undefined\",\"G\":[\"$10\",[]],\"S\":true,\"h\":null,\"r\":\"$undefined\",\"s\":\"$undefined\",\"a\":\"$undefined\",\"l\":\"$undefined\",\"p\":\"$undefined\",\"d\":\"$undefined\",\"b\":\"JZTuCNdznEwTwNJIL2j6Q\"}\n11:I[18292,[\"5592\",\"static/chunks/c15bf2b0-0c97251bff38416c.js\",\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"1997\",\"static/chunks/1997-b57c019ea099dcc6.js\",\"8811\",\"static/chunks/8811-3c5cec0d9d772599.js\",\"20\",\"static/chunks/20-9e3ed1cdacfed260.js\",\"5096\",\"static/chunks/5096-da3e40f36ed37e1b.js\",\"596\",\"static/chunks/596-83a826c268dd3666.js\",\"3133\",\"static/chunks/3133-2188dca40927939a.js\",\"2144\",\"static/chunks/app/%5Blocale%5D/(information)/layout-f08e244c572bf176.js\"],\"ArticleLayout\"]\nb:C\n6:[\"$\",\"div\",null,{\"className\":\"sm:bg-[#141416]\",\"children\":[\"$\",\"$L11\",null,{\"children\":[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]}]}]\nd:[[\"$\",\"meta\",\"0\",{\"charSet\":\"utf-8\"}],[\"$\",\"meta\",\"1\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}]]\n"])</script>
2<script>self.__next_f.push([1,"12:I[86869,[],\"IconMark\"]\na:null\nf:[[\"$\",\"title\",\"0\",{\"children\":\"Blog | Humanless Solutions\"}],[\"$\",\"meta\",\"1\",{\"name\":\"description\",\"content\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\"}],[\"$\",\"link\",\"2\",{\"rel\":\"canonical\",\"href\":\"https://humanless.solutions/blog\"}],[\"$\",\"link\",\"3\",{\"rel\":\"alternate\",\"hrefLang\":\"x-default\",\"href\":\"https://humanless.solutions/blog\"}],[\"$\",\"link\",\"4\",{\"rel\":\"alternate\",\"hrefLang\":\"en\",\"href\":\"https://humanless.solutions/blog\"}],[\"$\",\"link\",\"5\",{\"rel\":\"alternate\",\"hrefLang\":\"ru\",\"href\":\"https://humanless.solutions/ru/blog\"}],[\"$\",\"link\",\"6\",{\"rel\":\"alternate\",\"type\":\"application/rss+xml\",\"href\":\"https://humanless.solutions/blog/feed\"}],[\"$\",\"meta\",\"7\",{\"property\":\"og:title\",\"content\":\"Blog | Humanless Solutions\"}],[\"$\",\"meta\",\"8\",{\"property\":\"og:description\",\"content\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\"}],[\"$\",\"meta\",\"9\",{\"property\":\"og:site_name\",\"content\":\"Humanless Solutions\"}],[\"$\",\"meta\",\"10\",{\"property\":\"og:locale\",\"content\":\"en_US\"}],[\"$\",\"meta\",\"11\",{\"property\":\"og:image\",\"content\":\"https://humanless.solutions/echo/2025/12/humanless_opengraph.png\"}],[\"$\",\"meta\",\"12\",{\"property\":\"og:image:type\",\"content\":\"image/png\"}],[\"$\",\"meta\",\"13\",{\"property\":\"og:image:width\",\"content\":\"2400\"}],[\"$\",\"meta\",\"14\",{\"property\":\"og:image:height\",\"content\":\"1260\"}],[\"$\",\"meta\",\"15\",{\"property\":\"og:locale:alternate\",\"content\":\"ru_RU\"}],[\"$\",\"meta\",\"16\",{\"property\":\"og:type\",\"content\":\"website\"}],[\"$\",\"meta\",\"17\",{\"name\":\"twitter:card\",\"content\":\"summary_large_image\"}],[\"$\",\"meta\",\"18\",{\"name\":\"twitter:title\",\"content\":\"Blog | Humanless Solutions\"}],[\"$\",\"meta\",\"19\",{\"name\":\"twitter:description\",\"content\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\"}],[\"$\",\"meta\",\"20\",{\"name\":\"twitter:image\",\"content\":\"https://humanless.solutions/echo/2025/12/humanless_opengraph.png\"}],[\"$\",\"link\",\"21\",{\"rel\":\"icon\",\"href\":\"/icon.png?e68fa217efb93af3\",\"type\":\"image/png\",\"sizes\":\"48x48\"}],[\"$\",\"link\",\"22\",{\"rel\":\"icon\",\"href\":\"/icon.svg?7fdbe1047a9a4287\",\"type\":\"image/svg+xml\",\"sizes\":\"any\"}],[\"$\",\"$L12\",\"23\",{}]]\n"])</script>
2<script>self.__next_f.push([1,"13:I[42593,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"\"]\n15:I[77381,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"ClarityClient\"]\n16:I[21431,[\"5592\",\"static/chunks/c15bf2b0-0c97251bff38416c.js\",\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"1997\",\"static/chunks/1997-b57c019ea099dcc6.js\",\"8811\",\"static/chunks/8811-3c5cec0d9d772599.js\",\"462\",\"static/chunks/462-5378484ab8e6acb2.js\",\"5772\",\"static/chunks/5772-6cf78180ecf9dce0.js\",\"8760\",\"static/chunks/app/%5Blocale%5D/(information)/blog/page-11fd5c9e34d4e392.js\"],\"EffectorNext\"]\n18:I[64667,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"ReloadScrollRestore\"]\n19:I[11827,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"ClickSparks\"]\n1a:I[30494,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"PressFeedback\"]\n14:[\"$\",\"iframe\",null,{\"src\":\"https://www.googletagmanager.com/ns.html?id=GTM-5MV9WS3N\",\"height\":\"0\",\"width\":\"0\",\"style\":{\"display\":\"none\",\"visibility\":\"hidden\"}}]\n5:[\"$\",\"html\",null,{\"lang\":\"en\",\"data-scroll-behavior\":\"smooth\",\"children\":[[[\"$\",\"$L13\",null,{\"src\":\"https://www.googletagmanager.com/gtag/js?id=G-W62H4FVEEG\",\"strategy\":\"afterInteractive\"}],[\"$\",\"$L13\",null,{\"id\":\"google-analytics\",\"strategy\":\"afterInteractive\",\"children\":\"\\n            window.dataLayer = window.dataLayer || [];\\n            function gtag(){dataLayer.push(arguments);}\\n            gtag('js', new Date());\\n            gtag('config', 'G-W62H4FVEEG');\\n          \"}]],[\"$\",\"head\",null,{\"children\":[\"$\",\"$L13\",null,{\"id\":\"google-tag-manager\",\"strategy\":\"beforeInteractive\",\"children\":\"(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\\n              new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\\n              j=d.createElement(s),dl=l!='dataLayer'?'\u0026l='+l:'';j.async=true;j.src=\\n              'https://www.googletagmanager.com/gtm.js?id='
2+i+dl;f.parentNode.insertBefore(j,f);\\n              })(window,document,'script','dataLayer','GTM-5MV9WS3N');\\n            \"}]}],[\"$\",\"body\",null,{\"className\":\"2xl:max-w-[1920px] 2xl:mx-auto antialiased\",\"children\":[[\"$\",\"noscript\",null,{\"children\":\"$14\"}],[\"$\",\"$L15\",null,{}],[\"$\",\"$L16\",null,{\"values\":{\"62llvatl\":\"en\",\"5q4kbrhv\":{\"projectContactForm\":{\"title\":\"Tell Us What You’re Building\"},\"footerTitle\":\"Humanless work\\r\\nHuman results\",\"navigation\":[{\"title\":\"Services\",\"list\":[{\"title\":\"Business Automation\",\"link\":\"https://humanless.solutions/services/corporate-it-solutions\"},{\"title\":\"Custom CRM Systems\",\"link\":\"https://humanless.solutions/services/crm-development\"},{\"title\":\"ERP Systems\",\"link\":\"https://humanless.solutions/services/erp-development\"},{\"title\":\"SaaS Development\",\"link\":\"https://humanless.solutions/services/saas-development\"},{\"title\":\"UI/UX for Complex Systems\",\"link\":\"https://humanless.solutions/services/product-design\"},{\"title\":\"Forward Deployed Engineering\",\"link\":\"https://humanless.solutions/services/it-team\"}]},{\"title\":\"\",\"list\":[{\"title\":\"Blog\",\"link\":\"https://humanless.solutions/blog/\"}]}]},\"7mtoiom3\":\"Tell Us What You’re Building\",\"15xsccno\":\"Tell Us What You’re Building\",\"54ssx6ul\":\"Tell Us What You’re Building\"},\"children\":\"$L17\"}],[\"$\",\"$L18\",null,{}],[\"$\",\"$L19\",null,{}],[\"$\",\"$L1a\",null,{}]]}]]}]\n"])</script>
2<script>self.__next_f.push([1,"1b:I[91930,[\"5592\",\"static/chunks/c15bf2b0-0c97251bff38416c.js\",\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"1997\",\"static/chunks/1997-b57c019ea099dcc6.js\",\"8811\",\"static/chunks/8811-3c5cec0d9d772599.js\",\"462\",\"static/chunks/462-5378484ab8e6acb2.js\",\"5772\",\"static/chunks/5772-6cf78180ecf9dce0.js\",\"8760\",\"static/chunks/app/%5Blocale%5D/(information)/blog/page-11fd5c9e34d4e392.js\"],\"default\"]\n1c:I[29604,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"BodyDatasetPage\"]\n1d:I[82917,[\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"2511\",\"static/chunks/2511-89c18a47263c00e7.js\",\"2959\",\"static/chunks/2959-c09ced72605418f6.js\",\"8450\",\"static/chunks/app/%5Blocale%5D/layout-2462757bd26a1f2d.js\"],\"Providers\"]\n17:[\"$\",\"$L1b\",null,{\"formats\":\"$undefined\",\"locale\":\"en\",\"messages\":{\"Pages\":{\"Home\":{\"Title\":\"Home | Humanless Solutions\"},\"Blog\":{\"Title\":\"Blog\"},\"Vacancies\":{\"Title\":\"Vacancies\"},\"Solutions\":{\"Title\":\"Solutions\"},\"PrivacyPolicy\":{\"Title\":\"Privacy Policy\"}},\"Header\":{\"Home\":\"Home\"},\"Aria\":{\"Home\":\"Humanless Solutions, home page\",\"MainMenu\":\"Main menu\",\"FooterMenu\":\"Footer menu\",\"Services\":\"Services\"},\"Fields\":{\"Info\":\"Info\",\"NextCase\":\"Next case\",\"PrevCase\":\"Previous case\",\"MoreWork\":\"More work\",\"Experience\":\"\",\"Author\":\"Author\",\"OurExpertise\":\"Our expertise\",\"Step\":\"Step\",\"Of\":\"of\",\"Other\":\"Other\",\"ReadingTime\":\"{minutes} min read\",\"Helpful\":\"Helpful\",\"ReadAlso\":\"More good reads\",\"Minutes\":\"{minutes} min\"},\"Actions\":{\"Close\":\"Close\",\"OpenMenu\":\"Open menu\",\"CloseMenu\":\"Close menu\",\"Next\":\"Next\",\"Further\":\"Next\",\"Back\":\"Back\",\"PlayGame\":\"Play the game\",\"SecondContact\":\"Second contact\",\"ReadMore\":\"Read more\",\"HideDetails\":\"Hide details\",\"DiscussProject\":\"Discuss project\",\"Retry\":\"Retry\",\"SendByEmail\":\"Send by email\",\"BackToForm\":\"Back to the form\",\"ChooseContactMethod\":\"Choose contact method\",\"Decrease\":\"Less\",\"Increase\":\"More\"},\"Placeholders\":{\"Description\":\"Description\",\"YourName\":\"Your name\",\"Email\":\"E-mail\",\"Company\":\"Company\",\"Comment\":\"Comment\"},\"Errors\":{\"Required\":\"Required field\",\"Email\":\"Invalid e-mail\",\"EmailNotFound\":\"Email not found\",\"TelegramNotFound\":\"Telegram user not found\",\"TelegramInvalid\":\"Enter @username or t.me/username\",\"WhatsappInvalid\":\"Enter phone number or wa.me/...\"},\"Feedback\":{\"Mail\":\"Email\",\"Telegram\":\"Telegram\",\"Whatsapp\":\"Whatsapp\",\"Line\":\"Line\",\"Agreement\":\"I agree to the \u003cprivacy\u003ePrivacy Policy\u003c/privacy\u003e and data processing\",\"FeedbackAutoClose\":\"The window will close automatically after \u003ctime\u003e\u003c/time\u003e\",\"Sending\":\"Sending your request\",\"SendErrorTitle\":\"We couldn't send it\",\"SendErrorText\":\"Looks like a hiccup on our side. Try again — or send it as an email: we've already filled it in with everything you entered, you only press Send.\",\"EmailSubject\":\"Request from the Humanless website\",\"EmailServices\":\"Services\",\"EmailDescription\":\"About the project\",\"EmailName\":\"Name\",\"EmailContact\":\"Contact\",\"EmailCompany\":\"Company\",\"EmailPage\":\"Page\"},\"Footer\":{\"Home\":\"Solutions\",\"Description\":\"MVP in as little as 2 months. \\n Get a project estimate in 48 hours.\",\"ContactUs\":\"Send request\",\"GetInTouch\":\"Get in touch\",\"LetsBuild\":\"Let’s build your next\",\"ProjectTogether\":\"project together\",\"WordCarousel\":[\"experimental\",\"branding\",\"digital\"]},\"Projects\":{\"EmptyTitle\":\"Next case\\nCould be yours\"}
2,\"Vacancy\":{\"Form\":{\"SwipeCards\":{\"Success\":{\"Title\":\"Great!\",\"Description\":\"You've dealt with all the issues\"}}}}},\"now\":\"$undefined\",\"timeZone\":\"UTC\",\"children\":[[\"$\",\"$L1c\",null,{}],[\"$\",\"$L1d\",null,{\"children\":[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]}]]}]\n"])</script>
2<script>self.__next_f.push([1,"1e:Tcfc,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eBlog | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"description\" content=\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\" /\u003e\n\u003cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /\u003e\n\u003clink rel=\"canonical\" href=\"https://humanless.solutions/blog/\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"Blog | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:description\" content=\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/blog/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"article:modified_time\" content=\"2026-09-30T14:38:26+00:00\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" content=\"2400\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"1260\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":[\"WebPage\",\"CollectionPage\"],\"@id\":\"https:\\/\\/humanless.solutions\\/blog\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/blog\\/\",\"name\":\"Blog | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"datePublished\":\"2025-12-05T08:44:30+00:00\",\"dateModified\":\"2026-09-30T14:38:26+00:00\",\"description\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\",\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/blog\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/blog\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e1f:Tc28,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eБез рубрики Archives | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /\u003e\n\u003clink rel=\"canonical\" href=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"Без рубрики Archives | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" 
2content=\"2400\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"1260\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e20:T25df,\n\u003cp class=\"wp-block-paragraph\"\u003eAt five in the morning the cat wakes me up — breakfast time. Then the litter box, the blinds, the lights, the air conditioning. Five remote controls used to sit on my desk, and one day that finally broke me.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eFifteen minutes every morning adds up to 91 hours a year.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eOnce a week there\u0026#8217;s the shop on top of that: get ready, drive, sit in traffic, pick everything out, pay, carry the bags up. Two hours. Another 96 hours a year.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eTogether that\u0026#8217;s almost a month spent on things nobody has to do.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eToday one remote is left in the flat — the Apple TV. Lights, blinds and climate run themselves; I haven\u0026#8217;t touched a switch in a year and a half. An AI agent orders the groceries, leaving me five minutes to check the basket and a walk down to the door. The cat still wakes me at five. Automation lost that one.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eIf an AI agent still sounds like magic from the future, here\u0026#8217;s what it\u0026#8217;s actually made of. Five parts, no magic in any of them.\u003c/p\u003e\n\n\n\n\u003cfigure class=\"wp-block-table\"\u003e\u003ctable\u003e\u003cthead\u003e\u003ctr\u003e\u003cth\u003ePart\u003c/th\u003e\u003cth\u003eWhat it does\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd\u003e1. Model\u003c/td\u003e\u003ctd\u003eThinks and answers\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e2. Persona\u003c/td\u003e\u003ctd\u003eWho the agent is and how it behaves\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e3. Memory\u003c/td\u003e\u003ctd\u003eWhat it knows about you\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e4. Tools\u003c/td\u003e\u003ctd\u003eWhat it can actually do\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e5. Self-improvement\u003c/td\u003e\u003ctd\u003eWhy it keeps getting better\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\u003c/figure\u003e\n\n\n\n\u003ch2 id=\"1-the-model--the-part-that-thinks\"\u003e1. The model — the part that thinks\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eA language model was trained to do one useful thing: guess the next word with high probability. It guesses a word, then the next one — and an answer assembles itself. It doesn\u0026#8217;t love you, doesn\u0026#8217;t understand you and feels nothing. Underneath there is math and a table of weights.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThat doesn\u0026#8217;t make it any less useful. Once you understand the mechanism, you stop waiting for miracles and start operating a tool.\u003c/p\u003e\n\n\n\n\u003cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"\u003e\n\u003cp class=\"wp-block-paragraph\"\u003e\u003cstrong\u003eA token\u003c/strong\u003e is the chunk of text a model works with — roughly four characters in English. Both volume and price are counted in tokens.\u003c/p\u003e\n\u003c/blockquote\u003e\n\n\n\n\u003ch2 id=\"2-the-persona--who-the-agent-is\"\u003e2. The persona — who the agent is\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003ePicture an adult with an empty head. He can speak and reason, but knows nothing: not who he is, not what he does, not a thing about you. You, as his maker, put in what belongs there — with one condition: don\u0026#8217;t overload him. That condition is financial, and I\u0026#8217;ll come back to it.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eYou start with a sense of self: who he is, what he does, what tone he speaks in, what\u0026#8217;s off limits, how to address him, whether he greets people when joining a call.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003e[SCREENSHOT: persona settings — aliases, role, tone of voice, constraints]\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThe rules and constraints field matters most in practice: without it the agent agrees with everything you say.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eVoice is configured in the same place. Agents stopped being text-only long ago, and talking turned out to be faster than typing: \u003ca href=\"https://hci.stanford.edu/research/spee
2ch/paper/speech_paper.pdf\"\u003ea Stanford study\u003c/a\u003e measured a threefold gap against phone typing — 161 words per minute with 20% fewer errors.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003e[SCREENSHOT: voice picker, tone and speech rate]\u003c/p\u003e\n\n\n\n\u003ch2 id=\"3-memory--what-the-agent-knows-about-you\"\u003e3. Memory — what the agent knows about you\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThe most complex of the five parts, and nobody has finished solving it. It can be assembled in wildly different ways. Here\u0026#8217;s the baseline worth starting from:\u003c/p\u003e\n\n\n\n\u003cfigure class=\"wp-block-table\"\u003e\u003ctable\u003e\u003cthead\u003e\u003ctr\u003e\u003cth\u003eType\u003c/th\u003e\u003cth\u003eWhat it holds\u003c/th\u003e\u003cth\u003eExample\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd\u003eFacts\u003c/td\u003e\u003ctd\u003eWhat the agent learned about you\u003c/td\u003e\u003ctd\u003e\u0026#171;Henry doesn\u0026#8217;t like fish\u0026#187;, \u0026#171;Henry likes South African wine\u0026#187;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003eLists\u003c/td\u003e\u003ctd\u003eAny collection\u003c/td\u003e\u003ctd\u003eGroceries, clothing, smart home devices, rules\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003eGoals\u003c/td\u003e\u003ctd\u003eWhere you\u0026#8217;re heading and by when\u003c/td\u003e\u003ctd\u003e\u0026#171;Learn English by December\u0026#187;, with milestones\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\u003c/figure\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThe difference shows the moment enough facts pile up. Ask an agent with no memory to order wine:\u003c/p\u003e\n\n\n\n\u003cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"\u003e\n\u003cp class=\"wp-block-paragraph\"\u003eFound 1,532 bottles. Which one would you like?\u003c/p\u003e\n\u003c/blockquote\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThe same request to an agent that knows you:\u003c/p\u003e\n\n\n\n\u003cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"\u003e\n\u003cp class=\"wp-block-paragraph\"\u003eYour South African is in stock at the shop nearby. Tell me when you need it and I\u0026#8217;ll arrange delivery.\u003c/p\u003e\n\u003c/blockquote\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eSay \u0026#171;tomorrow, for a meeting\u0026#187; and it checks the neighbouring shops in case the same wine is cheaper, then books a courier ahead of time on the economy option. Say \u0026#171;urgently\u0026#187; and it takes the priority slot.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003e[SCREENSHOT: memory tab — facts about the owner]\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003e[SCREENSHOT: memory tab — goals with milestones and deadlines]\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThis is also where \u0026#171;don\u0026#8217;t overload him\u0026#187; comes in. You pay per token: at 30,000 tokens a request costs pennies, at half a million every message becomes a heavyweight — and you pay full price even when you asked about the weather. So memory lives outside the conversation, and only what\u0026#8217;s needed gets pulled in.\u003c/p\u003e\n\n\n\n\u003ch2 id=\"4-tools--how-the-agent-acts\"\u003e4. Tools — how the agent acts\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eA model with memory can hold a conversation. To do things, it needs hands.\u003c/p\u003e\n\n\n\n\u003cfigure class=\"wp-block-table\"\u003e\u003ctable\u003e\u003cthead\u003e\u003ctr\u003e\u003cth\u003eTool\u003c/th\u003e\u003cth\u003eWhat it is\u003c/th\u003e\u003cth\u003eExample\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd\u003eSkill\u003c/td\u003e\u003ctd\u003eAn instruction for how to do something — a text file with steps\u003c/td\u003e\u003ctd\u003eCompare prices across three shops, build the basket, show it to me\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003eConnector, MCP\u003c/td\u003e\u003ctd\u003eAccess to a service through an open standard\u003c/td\u003e\u003ctd\u003eShop, messenger, smart home, calendar\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\u003c/figure\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eHere\u0026#8217;s what that looks like in practice. I buy from three shops: vegetables from one, meat from another where the quality is better. The agent compares prices and splits the order. The butcher only takes orders through Line, so the agent messages them and agrees on timing. I pay, it books a Grab courier, the order gets collected and delivered. If I\u0026#8217;m out, it\u0026#8217;s left at the front desk.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eOne benefit surfaced by accident. Slow delivery costs a fraction of express, but people don\u0026#8217;t book it — nobody wants to wait ninety minutes. The agent doesn\u0026#8217;t mind. It plans ahead and takes the cheap slot.\u003c/p\u003e\n\n\n\n\u003ch2 id=\"5-self-improvement--why-the-agent-grows\"\u003e5. Self-improvement — why the agent grows\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eEvery few hours the agent goes through accumulated conversations and pulls out new facts, goals and rules. All of it lands in memory, and the next conversation runs with it. It watches its own spending the same way: every day it reviews where the money went and tightens its own limits.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThat\u0026#8217;s the difference from an ordinary chat window. ChatGPT is built to serve everyone at once, so its memory is deliberately shallow. Your agent is configured for you alone — and the agent you had a month ago is noticeably worse than today\u0026#8217;s, running the exact same model.\u003c/p\u003e\n\n\n\n\u003ch2 id=\"what-it-costs\"\u003eWhat it costs\u003c/h2\u003e\n\n\n\n\u003cfigure class=\"wp-block-table\"\u003e\u003ctable\u003e\u003cthead\u003e\u003ctr\u003e\u003cth\u003eWhat\u003c/th\u003e\u003cth\u003ePrice\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd\u003eHousehold agent\u003c/td\u003e\u003ctd\u003e$5–10 a day, around $150 a month\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003eCoding agents\u003c/td\u003e\u003ctd\u003e$100–200 a month on subscription\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\u003c/figure\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eThe top subscription gets you a couple of developers working almost around the clock. Compare that to one salary and it becomes clear why I stopped hiring.\u003c/p\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003ePeople ask about mistakes a lot. The most expensive one I\u0026#8217;ve seen wasn\u0026#8217;t made by a machine: an employee wrote a function that called itself, crashed and restarted, hitting a paid Google API every cycle. Six weeks and $200 before anyone noticed. An agent can overspend too — the difference is you can cap it, and it polices the cap itself.\u003c/p\u003e\n\n\n\n\u003ch2 id=\"what8217s-next\"\u003eWhat\u0026#8217;s next\u003c/h2\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eFive parts is the map. Next I\u0026#8217;ll go through each one:\u003c/p\u003e\n\n\n\n\u003cul class=\"wp-block-list\"\u003e\n\u003cli\u003ehow search by meaning works: vectors and embeddings in plain language\u003c/li\u003e\n\n\u003cli\u003ewhat a request costs and how to count tokens\u003c/li\u003e\n\n\u003cli\u003ehow to write skills and wire up MCP\u003c/li\u003e\n\n\u003cli\u003ehow to give your agent a voice\u003c/li\u003e\n\u003c/ul\u003e\n\n\n\n\u003cp class=\"wp-block-paragraph\"\u003eIf you want an agent like this and don\u0026#8217;t want to spend months figuring it out, I run one-on-one training. Get in touch.\u003c/p\u003e\n21:T1576,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eThe AI agent that buys my groceries and runs my apartment | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /\u003e\n\u003clink rel=\"canonical\" href=\"https://humanless.solutions/what-an-ai-agent-is-made-of/\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"The AI agent that buys my groceries and runs my apartment | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:description\" content=\"At five in the morning the cat wakes me up — breakfast time. Then the litter box, the blinds, the lights, the air conditioning. Five remote controls used to sit on my desk, and one day that finally broke me.\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/what-an-ai-agent-is-made-of/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"article:published_time\" content=\"2026-07-28T07:30:07+00:00\" /\u003e\n\u003cmeta property=\"article:modified_time\" content=\"2026-07-28T07:46:20+00:00\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" 
2content=\"2400\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"1260\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"author\" content=\"Humanless Content Bot\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cmeta name=\"twitter:label1\" content=\"Написано автором\" /\u003e\n\t\u003cmeta name=\"twitter:data1\" content=\"Humanless Content Bot\" /\u003e\n\t\u003cmeta name=\"twitter:label2\" content=\"Примерное время для чтения\" /\u003e\n\t\u003cmeta name=\"twitter:data2\" content=\"6 минут\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/#article\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/\"},\"author\":{\"name\":\"Humanless Content Bot\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/person\\/da0924a07a40c0e85b412902c2439179\"},\"headline\":\"The AI agent that buys my groceries and runs my apartment\",\"datePublished\":\"2026-07-28T07:30:07+00:00\",\"dateModified\":\"2026-07-28T07:46:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/\"},\"wordCount\":1198,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/\",\"name\":\"The AI agent that buys my groceries and runs my apartment | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"datePublished\":\"2026-07-28T07:30:07+00:00\",\"dateModified\":\"2026-07-28T07:46:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/what-an-ai-agent-is-made-of\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The AI agent that buys my groceries and runs my apartment\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/person\\/da0924a07a40c0e85b412902c2439179\",\"name\":\"Humanless Content Bot\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"url\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"contentUrl\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"caption\":\"Humanless Content Bot\"},\"url\":\"https:\\/\\/humanless.solutions\\/author\\/content_bot\\/\"}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e22:Tc28,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eБез рубрики Archives | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /\u003e\n\u003clink rel=\"canonical\" href=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"Без рубрики Archives | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" 
2content=\"2400\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"1260\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e23:T14ab,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eTest post | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"robots\" content=\"noindex, nofollow\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"Test post | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:description\" content=\"This is a test post. Please ignore it.\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/test/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"article:published_time\" content=\"2025-11-24T18:47:28+00:00\" /\u003e\n\u003cmeta property=\"article:modified_time\" content=\"2026-09-30T14:36:04+00:00\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/11/mu-1.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" content=\"232\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"232\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"author\" content=\"humanless\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cmeta name=\"twitter:label1\" content=\"Написано автором\" /\u003e\n\t\u003cmeta name=\"twitter:data1\" content=\"humanless\" /\u003e\n\t\u003cmeta name=\"twitter:label2\" content=\"Примерное время для чтения\" /\u003e\n\t\u003cmeta name=\"twitter:data2\" content=\"1 минута\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#article\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/\"},\"author\":{\"name\":\"humanless\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/person\\/e4bf719f09e48906f67044fe38be273b\"},\"headline\":\"Test post\",\"datePublished\":\"2025-11-24T18:47:28+00:00\",\"dateModified\":\"2026-09-30T14:36:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/\"},\"wordCount\":10,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/mu-1.png\",\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\/\\/humanless.solutions\\/test\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/test\\/\",\"name\":\"Test post | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/mu-1.png\",\"datePublished\":\"2025-11-24T18:47:28+00:00\",\"dateModified\":\"2026-09-30T14:36:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\/\\/humanless.solutions\\/test\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#primaryimage\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/mu-1.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/mu-1.png\",\"width\":232,\"height\"
2:232},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/test\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Test post\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/person\\/e4bf719f09e48906f67044fe38be273b\",\"name\":\"humanless\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"url\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"contentUrl\":\"https:\\/\\/secure.gravatar.com\\/avatar\\/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"caption\":\"humanless\"},\"sameAs\":[\"http:\\/\\/localhost:8888\\/wordpress\"],\"url\":\"https:\\/\\/humanless.solutions\\/author\\/test\\/\"}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e24:Tc28,\u003c!-- This site is optimized with the Yoast SEO plugin v28.6 - https://yoast.com/product/yoast-seo-wordpress/ --\u003e\n\u003ctitle\u003eБез рубрики Archives | Humanless Solutions\u003c/title\u003e\n\u003cmeta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /\u003e\n\u003clink rel=\"canonical\" href=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:locale\" content=\"ru_RU\" /\u003e\n\u003cmeta property=\"og:type\" content=\"article\" /\u003e\n\u003cmeta property=\"og:title\" content=\"Без рубрики Archives | Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:url\" content=\"https://humanless.solutions/category/без-рубрики/\" /\u003e\n\u003cmeta property=\"og:site_name\" content=\"Humanless Solutions\" /\u003e\n\u003cmeta property=\"og:image\" content=\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\" /\u003e\n\t\u003cmeta property=\"og:image:width\" content=\"2400\" /\u003e\n\t\u003cmeta property=\"og:image:height\" content=\"1260\" /\u003e\n\t\u003cmeta property=\"og:image:type\" content=\"image/png\" /\u003e\n\u003cmeta name=\"twitter:card\" content=\"summary_large_image\" /\u003e\n\u003cscript type=\"application/ld+json\" class=\"yoast-schema-graph\"\u003e{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"url\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\/\\/humanless.solutions\\/category\\/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\/\\/humanless.solutions\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/humanless.solutions\\/#website\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\/\\/humanless.solutions\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/humanless.solutions\\/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https:\\/\\/humanless.solutions\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\",\"url\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"contentUrl\":\"https:\\/\\/cdn.humanless.solutions\\/2025\\/11\\/cropped-humanless-logo.png\",\"width\":512,\"height\"
2:512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https:\\/\\/humanless.solutions\\/#\\/schema\\/logo\\/image\\/\"}}]}\u003c/script\u003e\n\u003c!-- / Yoast SEO plugin. --\u003e7:[\"$\",\"$L16\",null,{\"values\":{\"62llvatl\":\"en\",\"pageCtx:blog\":null,\"6u8no65l\":\"blog\",\"3n0ktqkd\":{\"id\":117,\"date\":\"2025-12-05T11:44:30\",\"date_gmt\":\"2025-12-05T08:44:30\",\"guid\":{\"rendered\":\"https://humanless.solutions/?page_id=117\"},\"modified\":\"2026-09-30T21:38:26\",\"modified_gmt\":\"2026-09-30T14:38:26\",\"slug\":\"blog\",\"status\":\"publish\",\"type\":\"page\",\"link\":\"https://humanless.solutions/blog/\",\"title\":{\"rendered\":\"Blog\"},\"content\":{\"rendered\":\"\",\"protected\":false},\"excerpt\":{\"rendered\":\"\",\"protected\":false},\"author\":1,\"featured_media\":0,\"parent\":0,\"menu_order\":0,\"comment_status\":\"closed\",\"ping_status\":\"closed\",\"template\":\"\",\"meta\":{\"footnotes\":\"\"},\"class_list\":[\"post-117\",\"page\",\"type-page\",\"status-publish\",\"hentry\"],\"yoast_head\":\"$1e\",\"yoast_head_json\":{\"title\":\"Blog | Humanless Solutions\",\"description\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\",\"robots\":{\"index\":\"index\",\"follow\":\"follow\",\"max-snippet\":\"max-snippet:-1\",\"max-image-preview\":\"max-image-preview:large\",\"max-video-preview\":\"max-video-preview:-1\"},\"canonical\":\"https://humanless.solutions/blog/\",\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"Blog | Humanless Solutions\",\"og_description\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\",\"og_url\":\"https://humanless.solutions/blog/\",\"og_site_name\":\"Humanless Solutions\",\"article_modified_time\":\"2026-09-30T14:38:26+00:00\",\"og_image\":[{\"width\":2400,\"height\":1260,\"url\":\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\",\"type\":\"image/png\"}],\"twitter_card\":\"summary_large_image\",\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":[\"WebPage\",\"CollectionPage\"],\"@id\":\"https://humanless.solutions/blog/\",\"url\":\"https://humanless.solutions/blog/\",\"name\":\"Blog | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"datePublished\":\"2025-12-05T08:44:30+00:00\",\"dateModified\":\"2026-09-30T14:38:26+00:00\",\"description\":\"Notes from an engineer who builds CRM, ERP and business systems with AI agents: real costs, mistakes and what works.\",\"breadcrumb\":{\"@id\":\"https://humanless.solutions/blog/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/blog/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}}]}},\"carbon_fields\":{\"home\":{\"title\":\"\",\"title_end\":\"\",\"word_carousel\":[],\"description\":\"\",\"ticket_title\":\"\",\"ticket_description\":\"\",\"navigation\":[],\"test\":\"\"},\"case\":{\"title\":\"\",\"list\":[]}
2,\"about\":{\"title\":\"\",\"text_right\":\"\",\"advantages\":[],\"description\":\"\",\"list\":[]},\"reviews\":{\"review_title\":\"\",\"items\":[]},\"beam\":{\"hero\":\"\",\"about\":null,\"reviews\":null,\"contact\":null,\"footer\":null},\"expertise\":{\"title\":\"\",\"list\":[]},\"staff\":[],\"contact\":[],\"canonicalSlug\":\"\"},\"pll_translations\":{\"en\":117,\"ru\":119},\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/pages/117\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/pages\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/types/page\"}],\"author\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/users/1\"}],\"replies\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/comments?post=117\"}],\"version-history\":[{\"count\":1,\"href\":\"https://humanless.solutions/wp-json/wp/v2/pages/117/revisions\"}],\"predecessor-version\":[{\"id\":118,\"href\":\"https://humanless.solutions/wp-json/wp/v2/pages/117/revisions/118\"}],\"wp:attachment\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/media?parent=117\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}},\"2zxqxfy2\":[],\"93glcl82\":[{\"id\":1,\"count\":2,\"description\":\"\",\"link\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики\",\"slug\":\"%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\",\"taxonomy\":\"category\",\"parent\":0,\"meta\":[],\"yoast_head\":\"$1f\",\"yoast_head_json\":{\"title\":\"Без рубрики Archives | Humanless Solutions\",\"robots\":{\"index\":\"index\",\"follow\":\"follow\",\"max-snippet\":\"max-snippet:-1\",\"max-image-preview\":\"max-image-preview:large\",\"max-video-preview\":\"max-video-preview:-1\"},\"canonical\":\"https://humanless.solutions/category/без-рубрики/\",\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"Без рубрики Archives | Humanless Solutions\",\"og_url\":\"https://humanless.solutions/category/без-рубрики/\",\"og_site_name\":\"Humanless Solutions\",\"og_image\":[{\"width\":2400,\"height\":1260,\"url\":\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\",\"type\":\"image/png\"}],\"twitter_card\":\"summary_large_image\",\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"url\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"breadcrumb\":{\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\"
2:512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}}]}},\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories/1\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts?categories=1\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],\"cmxjdekg\":[{\"id\":1185,\"date\":\"2026-07-28T14:30:07\",\"date_gmt\":\"2026-07-28T07:30:07\",\"guid\":{\"rendered\":\"https://humanless.solutions/?p=1185\"},\"modified\":\"2026-07-28T14:46:20\",\"modified_gmt\":\"2026-07-28T07:46:20\",\"slug\":\"what-an-ai-agent-is-made-of\",\"status\":\"publish\",\"type\":\"post\",\"link\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\",\"title\":{\"rendered\":\"The AI agent that buys my groceries and runs my apartment\"},\"content\":{\"rendered\":\"$20\",\"protected\":false},\"excerpt\":{\"rendered\":\"\u003cp\u003eAt five in the morning the cat wakes me up — breakfast time. Then the litter box, the blinds, the lights, the air conditioning. Five remote controls used to sit on my desk, and one day that finally broke me.\u003c/p\u003e\\n\",\"protected\":false},\"author\":2,\"featured_media\":0,\"comment_status\":\"open\",\"ping_status\":\"open\",\"sticky\":false,\"template\":\"\",\"format\":\"standard\",\"meta\":{\"footnotes\":\"\"},\"categories\":[1],\"tags\":[],\"class_list\":[\"post-1185\",\"post\",\"type-post\",\"status-publish\",\"format-standard\",\"hentry\",\"category-1\"],\"yoast_head\":\"$21\",\"yoast_head_json\":{\"title\":\"The AI agent that buys my groceries and runs my apartment | Humanless Solutions\",\"robots\":{\"index\":\"index\",\"follow\":\"follow\",\"max-snippet\":\"max-snippet:-1\",\"max-image-preview\":\"max-image-preview:large\",\"max-video-preview\":\"max-video-preview:-1\"},\"canonical\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\",\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"The AI agent that buys my groceries and runs my apartment | Humanless Solutions\",\"og_description\":\"At five in the morning the cat wakes me up — breakfast time. Then the litter box, the blinds, the lights, the air conditioning. Five remote controls used to sit on my desk, and one day that finally broke me.\",\"og_url\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\",\"og_site_name\":\"Humanless Solutions\",\"article_published_time\":\"2026-07-28T07:30:07+00:00\",\"article_modified_time\":\"2026-07-28T07:46:20+00:00\",\"og_image\":[{\"width\":2400,\"height\":1260,\"url\":\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\",\"type\":\"image/png\"}],\"author\":\"Humanless Content Bot\",\"twitter_card\":\"summary_large_image\",\"twitter_misc\":{\"Написано автором\":\"Humanless Content Bot\",\"Примерное время для чтения\":\"6 минут\"},\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/#article\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\"},\"author\":{\"name\":\"Humanless Content Bot\",\"@id\":\"https://humanless.solutions/#/schema/person/da0924a07a40c0e85b412902c2439179\"},\"headline\":\"The AI agent that buys my groceries and runs my apartment\",\"datePublished\":\"2026-07-28T07:30:07+00:00\",\"dateModified\":\"2026-07-28T07:46:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\"},\"wordCount\":1198,\"commentCount\":0,\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https://humanless.solutions/what-an-ai-agent-is-made-of/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\",\"url\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/\",\"name\":\"The AI agent that buys my groceries and runs my apartment | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"datePublished\":\"2026-07-28T07:30:07+00:00\",\"dateModified\":\"2026-07-28T07:46:20+00:00\",\"breadcrumb\":{\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://humanless.solutions/what-an-ai-agent-is-made-of/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/what-an-ai-agent-is-made-of/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The AI agent that buys my groceries and runs my apartment\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\"
2:512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}},{\"@type\":\"Person\",\"@id\":\"https://humanless.solutions/#/schema/person/da0924a07a40c0e85b412902c2439179\",\"name\":\"Humanless Content Bot\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://secure.gravatar.com/avatar/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"url\":\"https://secure.gravatar.com/avatar/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"contentUrl\":\"https://secure.gravatar.com/avatar/0e3e29c40305ffcd292d245eef8c126f52cdff9c3607ecede1c9ad89305bb1fa?s=96\u0026d=mm\u0026r=g\",\"caption\":\"Humanless Content Bot\"},\"url\":\"https://humanless.solutions/author/content_bot/\"}]}},\"likes\":1,\"user_liked\":true,\"carbon_fields\":{\"colors\":{\"background\":\"#141416\",\"tagBackground\":\"#F46D24\",\"tagText\":\"#F46D24\",\"tagTextHighlighted\":\"#1E1E1E\",\"title\":\"#69ED71\",\"readingTime\":\"#F46D24\"},\"author\":null},\"pll_translations\":{\"en\":1185},\"reading_time\":7,\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/1185\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/types/post\"}],\"author\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/users/2\"}],\"replies\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/comments?post=1185\"}],\"version-history\":[{\"count\":2,\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/1185/revisions\"}],\"predecessor-version\":[{\"id\":1192,\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/1185/revisions/1192\"}],\"wp:attachment\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/media?parent=1185\"}],\"wp:term\":[{\"taxonomy\":\"category\",\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories?post=1185\"},{\"taxonomy\":\"post_tag\",\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/tags?post=1185\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]},\"_embedded\":{\"author\":[{\"code\":\"rest_user_invalid_id\",\"message\":\"Неверный ID пользователя.\",\"data\":{\"status\":404}}],\"wp:term\":[[{\"id\":1,\"link\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики\",\"slug\":\"%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\",\"taxonomy\":\"category\",\"yoast_head\":\"$22\",\"yoast_head_json\":{\"title\":\"Без рубрики Archives | Humanless Solutions\",\"robots\":{\"index\":\"index\",\"follow\":\"follow\",\"max-snippet\":\"max-snippet:-1\",\"max-image-preview\":\"max-image-preview:large\",\"max-video-preview\":\"max-video-preview:-1\"},\"canonical\":\"https://humanless.solutions/category/без-рубрики/\",\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"Без рубрики Archives | Humanless Solutions\",\"og_url\":\"https://humanless.solutions/category/без-рубрики/\",\"og_site_name\":\"Humanless Solutions\",\"og_image\":[{\"width\":2400,\"height\":1260,\"url\":\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\",\"type\":\"image/png\"}],\"twitter_card\":\"summary_large_image\",\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"url\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"breadcrumb\":{\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\"
2:512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}}]}},\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories/1\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts?categories=1\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],[]]}},{\"id\":10,\"date\":\"2025-11-24T21:47:28\",\"date_gmt\":\"2025-11-24T18:47:28\",\"guid\":{\"rendered\":\"http://localhost:8888/wordpress/?p=10\"},\"modified\":\"2026-09-30T21:36:04\",\"modified_gmt\":\"2026-09-30T14:36:04\",\"slug\":\"test\",\"status\":\"publish\",\"type\":\"post\",\"link\":\"https://humanless.solutions/test/\",\"title\":{\"rendered\":\"Test post\"},\"content\":{\"rendered\":\"\\n\u003cp class=\\\"wp-block-paragraph\\\"\u003eThis is a test post. Please ignore it.\u003c/p\u003e\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"\u003cp\u003eThis is a test post. Please ignore it.\u003c/p\u003e\\n\",\"protected\":false},\"author\":1,\"featured_media\":35,\"comment_status\":\"open\",\"ping_status\":\"open\",\"sticky\":false,\"template\":\"\",\"format\":\"standard\",\"meta\":{\"footnotes\":\"\"},\"categories\":[1],\"tags\":[],\"class_list\":[\"post-10\",\"post\",\"type-post\",\"status-publish\",\"format-standard\",\"has-post-thumbnail\",\"hentry\",\"category-1\"],\"yoast_head\":\"$23\",\"yoast_head_json\":{\"title\":\"Test post | Humanless Solutions\",\"robots\":{\"index\":\"noindex\",\"follow\":\"nofollow\"},\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"Test post | Humanless Solutions\",\"og_description\":\"This is a test post. Please ignore it.\",\"og_url\":\"https://humanless.solutions/test/\",\"og_site_name\":\"Humanless Solutions\",\"article_published_time\":\"2025-11-24T18:47:28+00:00\",\"article_modified_time\":\"2026-09-30T14:36:04+00:00\",\"og_image\":[{\"width\":232,\"height\":232,\"url\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"type\":\"image/png\"}],\"author\":\"humanless\",\"twitter_card\":\"summary_large_image\",\"twitter_misc\":{\"Написано автором\":\"humanless\",\"Примерное время для чтения\":\"1 минута\"},\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https://humanless.solutions/test/#article\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/test/\"},\"author\":{\"name\":\"humanless\",\"@id\":\"https://humanless.solutions/#/schema/person/e4bf719f09e48906f67044fe38be273b\"},\"headline\":\"Test post\",\"datePublished\":\"2025-11-24T18:47:28+00:00\",\"dateModified\":\"2026-09-30T14:36:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https://humanless.solutions/test/\"},\"wordCount\":10,\"commentCount\":0,\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"image\":{\"@id\":\"https://humanless.solutions/test/#primaryimage\"},\"thumbnailUrl\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https://humanless.solutions/test/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https://humanless.solutions/test/\",\"url\":\"https://humanless.solutions/test/\",\"name\":\"Test post | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"primaryImageOfPage\":{\"@id\":\"https://humanless.solutions/test/#primaryimage\"},\"image\":{\"@id\":\"https://humanless.solutions/test/#primaryimage\"},\"thumbnailUrl\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"datePublished\":\"2025-11-24T18:47:28+00:00\",\"dateModified\":\"2026-09-30T14:36:04+00:00\",\"breadcrumb\":{\"@id\":\"https://humanless.solutions/test/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://humanless.solutions/test/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/test/#primaryimage\",\"url\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"width\":232,\"height\"
2:232},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/test/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Test post\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}},{\"@type\":\"Person\",\"@id\":\"https://humanless.solutions/#/schema/person/e4bf719f09e48906f67044fe38be273b\",\"name\":\"humanless\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://secure.gravatar.com/avatar/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"url\":\"https://secure.gravatar.com/avatar/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"contentUrl\":\"https://secure.gravatar.com/avatar/499db369e35df426c92de72c85b118340ce5afafac2b6f7eb6b3566d06884155?s=96\u0026d=mm\u0026r=g\",\"caption\":\"humanless\"},\"sameAs\":[\"http://localhost:8888/wordpress\"],\"url\":\"https://humanless.solutions/author/test/\"}]}},\"likes\":16,\"user_liked\":false,\"carbon_fields\":{\"colors\":{\"background\":\"#141416\",\"tagBackground\":\"#F46D24\",\"tagText\":\"#F46D24\",\"tagTextHighlighted\":\"#1E1E1E\",\"title\":\"#69ED71\",\"readingTime\":\"#F46D24\"},\"author\":null},\"pll_translations\":{\"en\":10,\"ru\":87},\"reading_time\":1,\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/10\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/types/post\"}],\"author\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/users/1\"}],\"replies\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/comments?post=10\"}],\"version-history\":[{\"count\":25,\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/10/revisions\"}],\"predecessor-version\":[{\"id\":1200,\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/10/revisions/1200\"}],\"wp:featuredmedia\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/media/35\"}],\"wp:attachment\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/media?parent=10\"}],\"wp:term\":[{\"taxonomy\":\"category\",\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories?post=10\"},{\"taxonomy\":\"post_tag\",\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/tags?post=10\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]},\"_embedded\":{\"author\":[{\"code\":\"rest_user_invalid_id\",\"message\":\"Неверный ID пользователя.\",\"data\":{\"status\":404}}],\"wp:featuredmedia\":[{\"id\":35,\"date\":\"2025-11-27T10:51:32\",\"slug\":\"mu-2\",\"type\":\"attachment\",\"link\":\"https://humanless.solutions/test/mu-2/\",\"title\":{\"rendered\":\"mu\"},\"author\":1,\"featured_media\":0,\"caption\":{\"rendered\":\"\"},\"alt_text\":\"\",\"media_type\":\"image\",\"mime_type\":\"image/png\",\"media_details\":{\"width\":232,\"height\"
2:232,\"file\":\"2025/11/mu-1.png\",\"filesize\":26404,\"sizes\":{\"thumbnail\":{\"file\":\"mu-1-150x150.png\",\"width\":150,\"height\":150,\"filesize\":13120,\"mime_type\":\"image/png\",\"source_url\":\"https://cdn.humanless.solutions/2025/11/mu-1-150x150.png\"},\"full\":{\"file\":\"mu-1.png\",\"width\":232,\"height\":232,\"mime_type\":\"image/png\",\"source_url\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\"}},\"image_meta\":{\"aperture\":\"0\",\"credit\":\"\",\"camera\":\"\",\"caption\":\"\",\"created_timestamp\":\"0\",\"copyright\":\"\",\"focal_length\":\"0\",\"iso\":\"0\",\"shutter_speed\":\"0\",\"title\":\"\",\"orientation\":\"0\",\"keywords\":[]}},\"source_url\":\"https://cdn.humanless.solutions/2025/11/mu-1.png\",\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/media/35\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/media\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/types/attachment\"}],\"author\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/users/1\"}],\"replies\":[{\"embeddable\":true,\"href\":\"https://humanless.solutions/wp-json/wp/v2/comments?post=35\"}],\"wp:attached-to\":[{\"embeddable\":true,\"post_type\":\"post\",\"id\":10,\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts/10\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],\"wp:term\":[[{\"id\":1,\"link\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики\",\"slug\":\"%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8\",\"taxonomy\":\"category\",\"yoast_head\":\"$24\",\"yoast_head_json\":{\"title\":\"Без рубрики Archives | Humanless Solutions\",\"robots\":{\"index\":\"index\",\"follow\":\"follow\",\"max-snippet\":\"max-snippet:-1\",\"max-image-preview\":\"max-image-preview:large\",\"max-video-preview\":\"max-video-preview:-1\"},\"canonical\":\"https://humanless.solutions/category/без-рубрики/\",\"og_locale\":\"ru_RU\",\"og_type\":\"article\",\"og_title\":\"Без рубрики Archives | Humanless Solutions\",\"og_url\":\"https://humanless.solutions/category/без-рубрики/\",\"og_site_name\":\"Humanless Solutions\",\"og_image\":[{\"width\":2400,\"height\":1260,\"url\":\"https://cdn.humanless.solutions/2025/12/humanless_opengraph.png\",\"type\":\"image/png\"}],\"twitter_card\":\"summary_large_image\",\"schema\":{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"url\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/\",\"name\":\"Без рубрики Archives | Humanless Solutions\",\"isPartOf\":{\"@id\":\"https://humanless.solutions/#website\"},\"breadcrumb\":{\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\"},\"inLanguage\":\"ru-RU\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://humanless.solutions/category/%d0%b1%d0%b5%d0%b7-%d1%80%d1%83%d0%b1%d1%80%d0%b8%d0%ba%d0%b8/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https://humanless.solutions/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Без рубрики\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://humanless.solutions/#website\",\"url\":\"https://humanless.solutions/\",\"name\":\"Humanless Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https://humanless.solutions/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://humanless.solutions/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Organization\",\"@id\":\"https://humanless.solutions/#organization\",\"name\":\"Humanless Solutions\",\"url\":\"https://humanless.solutions/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https://humanless.solutions/#/schema/logo/image/\",\"url\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"contentUrl\":\"https://cdn.humanless.solutions/2025/11/cropped-humanless-logo.png\",\"width\":512,\"height\"
2:512,\"caption\":\"Humanless Solutions\"},\"image\":{\"@id\":\"https://humanless.solutions/#/schema/logo/image/\"}}]}},\"_links\":{\"self\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories/1\",\"targetHints\":{\"allow\":[\"GET\"]}}],\"collection\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"https://humanless.solutions/wp-json/wp/v2/posts?categories=1\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],[]]}}],\"8sehhu46\":[]},\"children\":\"$L25\"}]\n"])</script>
2<script>self.__next_f.push([1,"26:I[39139,[\"5592\",\"static/chunks/c15bf2b0-0c97251bff38416c.js\",\"1930\",\"static/chunks/1930-6b97af298769d099.js\",\"3541\",\"static/chunks/3541-c3a5d9777d34b157.js\",\"1997\",\"static/chunks/1997-b57c019ea099dcc6.js\",\"8811\",\"static/chunks/8811-3c5cec0d9d772599.js\",\"462\",\"static/chunks/462-5378484ab8e6acb2.js\",\"5772\",\"static/chunks/5772-6cf78180ecf9dce0.js\",\"8760\",\"static/chunks/app/%5Blocale%5D/(information)/blog/page-11fd5c9e34d4e392.js\"],\"BlogPage\"]\n25:[\"$\",\"$L26\",null,{}]\n"])</script>
2<script type="module" src="https://static.cloudflareinsights.com/beacon.min.js/v31edd6df95cf4e85bb4c19e7a9bdbcba1788362987495" integrity="sha512-iIg7k2xntmwu6/uSb5tpc/hySgZc4eoL31yB29W6tJFo2akwjPWcEqnCEdJvGexCL0KEQwVYv5BlowfhVz26hg==" data-cf-beacon='{"version":"2024.11.0","token":"d932d39bf4894d33b2ce35fdbd30de35","r":1,"spa":2}' crossorigin="anonymous"></script>
2
3</body></html>

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.