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	<title>Agentic Web &#8211; About Things | A Hans Scharler Blog</title>
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	<title>Agentic Web &#8211; About Things | A Hans Scharler Blog</title>
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		<title>The Next GitHub Won&#8217;t Be GitHub</title>
		<link>https://nothans.com/the-next-github-wont-be-github</link>
					<comments>https://nothans.com/the-next-github-wont-be-github#respond</comments>
		
		<dc:creator><![CDATA[Hans Scharler]]></dc:creator>
		<pubDate>Tue, 14 Apr 2026 22:35:12 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Agentic Web]]></category>
		<category><![CDATA[github]]></category>
		<guid isPermaLink="false">https://nothans.com/?p=5403</guid>

					<description><![CDATA[]]></description>
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<p>Scott Chacon cofounded GitHub. He wrote the book on Git. Literally.&nbsp;<em>Pro Git</em>&nbsp;has been the default resource for a decade. If anyone has earned the right to say &#8220;this is fine,&#8221; it&#8217;s him.</p>



<p>He didn&#8217;t say that. He left and started building something else.</p>



<p>GitButler raised $17 million to rethink version control from scratch. When the person who built the cathedral starts drawing blueprints for something new, you should probably look at the blueprints.</p>



<p>In a recent interview with a16z, Chacon laid out the problem in terms that made me stop scrolling. GitHub was designed for humans. Specifically, for humans working at human speed. And that assumption is baked into everything.</p>



<figure class="wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe class="youtube-player" width="750" height="422" src="https://www.youtube.com/embed/vJiCnQeYLho?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent" allowfullscreen="true" style="border:0;" sandbox="allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox"></iframe>
</div></figure>


<h2 class="wp-block-heading" id="the-pull-request-was-built-for-people">The Pull Request Was Built for People</h2>


<p>Here&#8217;s the deal with pull requests. They assume someone will read them.</p>



<p>You open a PR. A teammate gets a notification. Maybe today, maybe tomorrow. They click through, scan the diff, leave a comment or two, approve it, and you merge. The whole cycle takes hours or days. Sometimes weeks if the reviewer is busy or the PR is big enough to trigger &#8220;I&#8217;ll get to it later&#8221; energy.</p>



<p>This works when your team is five humans shipping a few PRs a day. It even works at scale, if the scale is more humans. GitHub handled that part beautifully. Issues, reviews, discussions, profiles, stars. The social layer that made open source collaboration feel natural.</p>



<p>But pull requests were never designed for a teammate that generates 200 of them before lunch.</p>


<h2 class="wp-block-heading" id="what-happens-at-a-thousand-prs-per-week">What Happens at a Thousand PRs Per Week</h2>


<p>Stripe merged over a thousand agent-generated pull requests in a single week. Let that number sit for a second.</p>


<div class="wp-block-image">
<figure class="aligncenter size-full is-resized"><img data-recalc-dims="1" fetchpriority="high" decoding="async" width="750" height="750" data-attachment-id="5404" data-permalink="https://nothans.com/the-next-github-wont-be-github/image-104" data-orig-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?fit=1024%2C1024&amp;ssl=1" data-orig-size="1024,1024" data-comments-opened="0" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="What Happens at a Thousand PRs Per Week" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?fit=750%2C750&amp;ssl=1" src="https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=750%2C750&#038;ssl=1" alt="" class="wp-image-5404" style="width:646px;height:auto" srcset="https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?w=1024&amp;ssl=1 1024w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=300%2C300&amp;ssl=1 300w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=150%2C150&amp;ssl=1 150w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=768%2C768&amp;ssl=1 768w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=530%2C530&amp;ssl=1 530w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=750%2C750&amp;ssl=1 750w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/04/image.png?resize=500%2C500&amp;ssl=1 500w" sizes="(max-width: 750px) 100vw, 750px" /></figure>
</div>


<p>A thousand PRs. In one week. From AI agents.</p>



<p>Now picture yourself as the human on that team. Your GitHub notification count doesn&#8217;t just go up. It becomes meaningless. The PR queue isn&#8217;t a todo list anymore. It&#8217;s a firehose pointed at your inbox.</p>



<p>Code review breaks first. Be honest: when you do code review, do you really read every line? Chacon asked this same question in the interview and the answer is what everyone already knows. Not always. Not even close. At a thousand PRs per week, &#8220;cursory glance&#8221; becomes &#8220;triage by title.&#8221; You&#8217;re not reviewing code. You&#8217;re reviewing your faith in the system that generated it.</p>



<p>Commit history breaks next. Git log becomes a wall of &#8220;fix: update component&#8221; and &#8220;refactor: apply suggestion&#8221; with no narrative thread. The story of how your codebase evolved disappears under a flood of mechanical changes.&nbsp;<code>git blame</code>&nbsp;points to an agent. The context that used to live in commit messages evaporates.</p>



<p>Notifications break last, because they were already broken. But now they&#8217;re broken at scale. The signal-to-noise ratio doesn&#8217;t degrade gracefully. It collapses.</p>



<p>Chacon put it simply in the interview: the whole model assumes human-speed collaboration. When you introduce participants that work at machine speed, the model doesn&#8217;t bend. It shatters.</p>


<h2 class="wp-block-heading" id="the-pull-request-is-the-wrong-unit">The Pull Request Is the Wrong Unit</h2>


<p>Here&#8217;s the question I keep coming back to: what replaces the pull request?</p>



<p>Not &#8220;how do we make pull requests better for agents.&#8221; That&#8217;s the wrong question. That&#8217;s like asking how to make horse-drawn carriages faster when someone just showed you an engine.</p>



<p>The pull request is a unit of collaboration designed around a specific workflow. One person makes changes. Another person reviews those changes. They discuss. They merge. It&#8217;s turn-based. It&#8217;s sequential. It&#8217;s fundamentally a conversation between two humans about a diff.</p>



<p>When the &#8220;person&#8221; making changes is twelve agents working in parallel, and they&#8217;re generating changes faster than any human can read them, the conversation model doesn&#8217;t apply. You don&#8217;t need a better conversation. You need a different unit of work.</p>



<p>Chacon&#8217;s answer at GitButler is interesting. They built what he calls a &#8220;mega-merge&#8221; system where multiple branches coexist in a single working directory. Agents can see what other agents are doing in real time. Conflicts surface before they happen, not after someone tries to merge.</p>



<p>That&#8217;s a version control answer. But the platform question is bigger. What does the server-side look like? What does collaboration look like when most of the participants aren&#8217;t human?</p>


<h2 class="wp-block-heading" id="what-the-next-platform-actually-needs">What the Next Platform Actually Needs</h2>


<p>I don&#8217;t know what the next GitHub looks like. Nobody does. But I can see the shape of the requirements from here.</p>



<p><strong>Real-time conflict detection, not post-merge.</strong>&nbsp;GitHub tells you about conflicts when you try to merge. By then, someone (or some agent) has already done the work. In a world with twelve agents writing code simultaneously, you need to know about conflicts as they form. Not after.</p>



<p><strong>Agent provenance.</strong>&nbsp;Which agent wrote this code? What prompt generated it? What was the reasoning chain? Right now, the best you get is a commit message that says &#8220;Generated by Claude&#8221; or &#8220;Co-authored-by: Copilot.&#8221; That&#8217;s like listing &#8220;computer&#8221; as the author. You need the full trail: the intent, the context, the decision points.</p>



<p><strong>Review at the intent level, not the diff level.</strong>&nbsp;Humans shouldn&#8217;t be reading thousand-line diffs generated by agents. They should be reviewing the&nbsp;<em>intent</em>: &#8220;I asked the agent to refactor the auth module to use JWT instead of session tokens.&#8221; Did it do that? Did it break anything? Let another agent verify the diff. The human reviews the goal.</p>



<p><strong>Trust scores on commits.</strong>&nbsp;Not every change carries the same risk. A CSS color change and a database migration are not equal. The platform should know this. Flag the high-risk changes for human review. Let the low-risk ones flow through with automated verification.</p>



<p><strong>Parallel visibility.</strong>&nbsp;If three agents are working on the same codebase, each one should know what the others are doing. Not through pull requests after the fact. In real time. This is what GitButler&#8217;s mega-merge is trying to solve at the local level, but it needs to exist at the platform level too.</p>



<p>None of this looks like a pull request queue. It looks more like air traffic control. Multiple things moving at once, a human watching the board, stepping in when something looks wrong.</p>


<h2 class="wp-block-heading" id="the-builders-question">The Builder&#8217;s Question</h2>


<p>GitHub won because it made one thing simple: collaborating on code with other humans. The entire product was built around that idea. It worked brilliantly for twenty years.</p>



<p>The next platform will win by making a different thing simple: collaborating on code with a mixed team of humans and agents. That&#8217;s a different design problem. The social features that made GitHub great (profiles, stars, discussions, PR reviews) were designed for people who have attention spans, opinions, and feelings. Agents have none of those.</p>



<p>Chacon said something in the interview that stuck with me. He said the constraint isn&#8217;t &#8220;can we produce the code&#8221; anymore. It&#8217;s &#8220;can we agree on what we want.&#8221; The bottleneck moved from implementation to communication. From typing to thinking.</p>



<p>If that&#8217;s true, the next collaboration platform isn&#8217;t optimized for code review. It&#8217;s optimized for intent. For specification. For making sure twelve agents and three humans are all building the same thing.</p>



<p>I don&#8217;t know who builds it. Maybe GitButler expands into the server side. Maybe someone we haven&#8217;t heard of yet starts from scratch. Maybe GitHub pivots faster than Chacon expects.</p>



<p>But I&#8217;m pretty sure of one thing. When it arrives, it won&#8217;t look like a pull request queue.</p>



<p>It&#8217;ll look like something we don&#8217;t have a name for yet.</p>
]]></content:encoded>
					
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		<post-id xmlns="com-wordpress:feed-additions:1">5403</post-id>	</item>
		<item>
		<title>Welcome to the Agentic Web.</title>
		<link>https://nothans.com/welcome-to-the-agentic-web</link>
					<comments>https://nothans.com/welcome-to-the-agentic-web#respond</comments>
		
		<dc:creator><![CDATA[Hans Scharler]]></dc:creator>
		<pubDate>Mon, 16 Mar 2026 21:50:47 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Agentic Web]]></category>
		<category><![CDATA[MCP]]></category>
		<guid isPermaLink="false">https://nothans.com/?p=5351</guid>

					<description><![CDATA[]]></description>
										<content:encoded><![CDATA[
<p>I checked my server logs last Tuesday. Traffic was up. Way up. But engagement was flat. Same number of humans reading posts. The extra visitors weren&#8217;t reading anything at all.</p>


<div class="wp-block-image">
<figure class="aligncenter size-full is-resized"><img data-recalc-dims="1" decoding="async" width="750" height="750" data-attachment-id="5356" data-permalink="https://nothans.com/welcome-to-the-agentic-web/agentic-web-featured-2" data-orig-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?fit=750%2C750&amp;ssl=1" data-orig-size="750,750" data-comments-opened="0" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="Welcome to The Agentic Web" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?fit=750%2C750&amp;ssl=1" src="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?resize=750%2C750&#038;ssl=1" alt="" class="wp-image-5356" style="width:416px;height:auto" srcset="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?w=750&amp;ssl=1 750w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?resize=300%2C300&amp;ssl=1 300w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?resize=150%2C150&amp;ssl=1 150w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?resize=530%2C530&amp;ssl=1 530w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-featured-1.png?resize=500%2C500&amp;ssl=1 500w" sizes="(max-width: 750px) 100vw, 750px" /></figure>
</div>


<p>They weren&#8217;t visitors. They were agents.</p>


<h2 class="wp-block-heading" id="you-are-now-the-minority">You Are Now the Minority</h2>


<p>In 2024, automated traffic surpassed human traffic on the internet for the first time in a decade. Bots now account for 51% of all web traffic. Cloudflare processes 50 billion AI crawler requests per day. GPTBot traffic alone grew 305% in one year.</p>



<p>The web you built for humans? Humans aren&#8217;t the primary audience anymore.</p>



<p>Retail sites see 59% bot traffic. Travel sites: 48%. These aren&#8217;t all scrapers or spam bots. Increasingly, they&#8217;re shopping agents, research agents, booking agents. Doing things humans used to do, on websites humans used to visit.</p>



<p>Cloudflare published a stat that stopped me cold. For every single visitor Anthropic refers back to a website, its crawlers have already visited 38,065 pages. OpenAI&#8217;s ratio is 1,091 to 1. Perplexity: 194 to 1. The agents read your site a thousand times for every one human they send your way.</p>



<p>The web hasn&#8217;t died. But it&#8217;s molting.</p>


<h2 class="wp-block-heading" id="the-protocol-war">The Protocol War</h2>


<p>If 2024 was the year we noticed agent traffic, 2025 was the year everyone started building the plumbing.</p>


<div class="wp-block-image">
<figure class="aligncenter size-large"><img data-recalc-dims="1" loading="lazy" decoding="async" width="750" height="419" data-attachment-id="5353" data-permalink="https://nothans.com/agentic-web-protocols" data-orig-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?fit=2560%2C1429&amp;ssl=1" data-orig-size="2560,1429" data-comments-opened="0" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="agentic-web-protocols" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?fit=750%2C419&amp;ssl=1" src="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols.png?resize=750%2C419&#038;ssl=1" alt="" class="wp-image-5353" srcset="https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=1024%2C572&amp;ssl=1 1024w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=300%2C167&amp;ssl=1 300w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=768%2C429&amp;ssl=1 768w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=1536%2C857&amp;ssl=1 1536w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=2048%2C1143&amp;ssl=1 2048w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=750%2C419&amp;ssl=1 750w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?resize=1320%2C737&amp;ssl=1 1320w, https://i0.wp.com/nothans.com/wp-content/uploads/2026/03/agentic-web-protocols-scaled.png?w=2250&amp;ssl=1 2250w" sizes="auto, (max-width: 750px) 100vw, 750px" /></figure>
</div>


<p>Anthropic released MCP (Model Context Protocol) in November 2024. People call it &#8220;USB-C for AI,&#8221; a universal adapter that lets any AI system talk to any tool or service. It now has 97 million monthly SDK downloads and over 10,000 active servers. In December 2025, Anthropic donated it to the Linux Foundation&#8217;s new Agentic AI Foundation, co-founded with Block and OpenAI. Platinum members include AWS, Google, Microsoft, Bloomberg, and Cloudflare.</p>



<p>Google launched A2A (Agent-to-Agent Protocol) in April 2025. It lets agents from different vendors discover each other using &#8220;Agent Cards,&#8221; basically JSON resumes. Over 150 organizations signed on, including Microsoft, Amazon, SAP, Salesforce, and PayPal. Adobe and S&amp;P Global already use it in production.</p>



<p>Then the commerce-specific protocols showed up. Shopify and Google co-developed UCP (Universal Commerce Protocol), endorsed by Etsy, Wayfair, Target, and Walmart. OpenAI and Stripe built ACP (Agentic Commerce Protocol), which powers &#8220;Buy it in ChatGPT,&#8221; launched February 2026.</p>



<p>There&#8217;s more. Jeremy Howard proposed llms.txt, a file that tells LLMs where your best resources are (the inverse of robots.txt, which tells crawlers where NOT to go). Over 600 sites adopted it, including Anthropic, Stripe, and Cloudflare. Vercel went further, proposing embedded LLM instructions directly in HTML:&nbsp;<code>&lt;script type="text/llms.txt"&gt;</code>. Their 401 error pages already serve agent-specific instructions.</p>



<p>This is the HTTP moment for agents. The protocols being written right now will shape how the agentic web works for the next decade.</p>


<h2 class="wp-block-heading" id="when-your-user-has-no-eyes">When Your User Has No Eyes</h2>


<p>We&#8217;ve spent thirty years making websites look good. Careful typography. Hero images. Hover effects. Cookie banners with the &#8220;Accept All&#8221; button slightly bigger than the &#8220;Manage Preferences&#8221; button. All designed for humans who see, click, and feel.</p>



<p>Your next billion users won&#8217;t see any of it.</p>



<p>An AI shopping agent doesn&#8217;t care about your hero image. It doesn&#8217;t notice your brand colors. It doesn&#8217;t feel the emotional pull of your &#8220;Limited Time Only&#8221; banner. It parses your structured data, checks your Schema markup, reads your JSON-LD, and makes a decision based on price, specs, availability, and reviews.</p>



<p>CSS is irrelevant when your user has no eyes.</p>



<p>Bain found that 80% of consumers already rely on zero-click results for at least 40% of their searches, reducing organic traffic by 15-25%. Google referrals to news sites dropped 9-15% in 2025. That funnel where you attract visitors with content, dazzle them with design, and convert them with psychology? Agents skip the entire thing. They go straight to the data layer.</p>



<p>HubSpot put it bluntly: &#8220;The fastest-growing decision-maker in your funnel cannot see your ad, feel your brand, or be persuaded by your story.&#8221;</p>



<p>The advertising model of the internet is about to face its first existential threat since ad blockers. Except ad blockers were opt-in. Agent browsing is default. When Perplexity&#8217;s Comet browser started bypassing Amazon&#8217;s advertising, Amazon sued. A federal judge blocked Comet from Amazon on March 10, 2026. Perplexity argued the real motivation was protecting ad revenue, not cybersecurity.</p>



<p>That lawsuit is a preview. The entire attention economy was built on the assumption that humans look at screens. Agents don&#8217;t look at anything.</p>


<h2 class="wp-block-heading" id="the-money-is-already-moving">The Money Is Already Moving</h2>


<p>This isn&#8217;t theoretical. The money has already started flowing through agent channels.</p>



<p>During Cyber Week 2025, one in five orders globally were associated with AI tools or agents. That&#8217;s 20% of all orders, roughly $67 billion. On Cyber Monday alone, AI traffic to US retail sites increased 670%. AI-influenced shoppers converted 38% more frequently than traditional visitors.</p>



<p>McKinsey estimates agentic commerce could redirect $3-5 trillion in global retail spend by 2030, with nearly $1 trillion from the US alone. Payment executives told CNBC this could be &#8220;more transformative than the rise of e-commerce platforms such as Amazon.&#8221;</p>



<p>The platforms are racing to own the checkout. Shopify launched Agentic Storefronts, letting merchants appear on ChatGPT, Perplexity, Microsoft Copilot, and Google AI Mode without needing a traditional website at all. Amazon built &#8220;Buy for Me,&#8221; an AI agent that purchases from third-party brand sites so customers never leave Amazon. OpenAI launched &#8220;Buy it in ChatGPT&#8221; in February with Stripe&#8217;s Agentic Commerce Protocol behind it.</p>



<p>Visa launched its Trusted Agent Protocol in October 2025, an open framework to distinguish legitimate AI agents from malicious bots. Mastercard is building its own trust framework. Both are running real transactions. Not pilot stage. Deployment.</p>



<p>47% of US shoppers already use AI tools for at least one part of their shopping journey. That number is going one direction.</p>


<h2 class="wp-block-heading" id="what-to-do-about-it">What to Do About It</h2>


<p>The agentic web is coming whether your site is ready or not. The transition will be messy, dual-interface, and gradual. Here&#8217;s what the practical path looks like.</p>



<p><strong>Structured data first.</strong>&nbsp;Schema markup, JSON-LD, clean OpenGraph tags. This is the content layer agents actually read. If your product pages don&#8217;t have machine-readable pricing, availability, and specs, you&#8217;re invisible to agent shoppers.</p>



<p><strong>Add llms.txt.</strong>&nbsp;It takes ten minutes. Create a&nbsp;<code>/llms.txt</code>&nbsp;file that tells LLMs where your most useful resources live. Over 600 sites have done this already. It&#8217;s the new robots.txt, but instead of &#8220;go away&#8221; it says &#8220;here&#8217;s the good stuff.&#8221;</p>



<p><strong>Build an MCP server.</strong>&nbsp;If you have an API, wrap it in MCP. Anthropic, OpenAI, Google, and Microsoft clients all support the protocol. This is how agents will interact with your service natively, without scraping your UI.</p>



<p><strong>Rethink your metrics.</strong>&nbsp;Traffic is no longer a proxy for interest. An agent visiting your site 38,000 times doesn&#8217;t mean you have 38,000 interested customers. You need to distinguish agent traffic from human traffic and measure what agents actually do: transactions, API calls, data retrieved.</p>



<p><strong>Plan for agent authentication.</strong>&nbsp;Visa and Mastercard are already building trust frameworks. If your business involves transactions, you&#8217;ll need a way to verify that the agent placing an order is authorized to act on behalf of a real customer.</p>



<p>The visual web isn&#8217;t going away tomorrow. Humans still browse. But the share of your traffic that sees your CSS is shrinking every quarter, and the share that reads your structured data is growing. Design for both.</p>


<h2 class="wp-block-heading" id="your-homework">Your Homework</h2>


<p>Go to your website&#8217;s analytics right now. Look at your traffic. Filter for known bot user agents. The number will be higher than you expect.</p>



<p>Then add a&nbsp;<code>llms.txt</code>&nbsp;file to your site root. Ten minutes. Tell the agents where the good stuff is.</p>



<p>The web is being rebuilt. You can watch, or you can leave the light on for your new visitors.</p>



<p>They won&#8217;t see it. But they&#8217;ll know it&#8217;s there.</p>
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