agentspeed.

dev.to

scanned 7/27/2026, 12:40:55 PM · cached · refresh in 21h · rubric 2026.08.1
Built with Webflow
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: passSitemap present: failLink response headers: warnCanonical URL: passMCP server card: failOAuth authorization metadata: failOAuth resource metadata: failAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: failText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: warnCookie wall blocks content: passDeclared language: passPage title: passMeta description: passJSON-LD present: failStructured data validates: skipSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass67/ 100 · D
Needs work

This is how AI agents (not browsers) experience dev.to. The score weights five categories of machine-readability; the ticks on the arc are the 31 individual checks behind it.

✉ Email me this report + alert me when it changes ↓

Top fixes

Checks tagged “emerging” are 2026 agent-protocol standards most of the web hasn’t adopted yet — adopting early is an edge, not a defect.

failSitemap presentDiscoverability

No reachable sitemap.xml. Publish one and reference it in robots.txt.

Fix · Webflow: Publish /sitemap.xml and reference it from robots.txt with a Sitemap: line.

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix · Webflow: Add JSON-LD in Page Settings → Custom Code (inside <head>) for the page’s type.

failText-to-markup ratioReadability

Visible text is 3.3% of HTML weight (8600/260416 bytes). Low. Markup may be crowding out agent-usable text.

Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.

warnLink response headersDiscoverability

A Link: header is present but carries none of canonical/alternate/describedby — the relations agents consume.

Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.

warnHeading hierarchyReadability

Heading issues: 1 skipped level(s).

Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).

failContent-Signal directivesemergingDiscoverability

No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.

Fix: Add `Content-Signal:` directives to your robots.txt. This is the emerging standard (Cloudflare-driven) for declaring fine-grained AI usage policy beyond a binary allow/disallow.

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add JSON-LD structured data
Paste inside <head>. Use Article/Product instead of Organization on those page types.
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "DEV Community",
  "url": "https://dev.to/",
  "description": "A space to discuss and keep up software development and manage your software career"
}
</script>
Does AI actually recommend dev.to?

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This scan graded one page. Your site is more than one page.

This graded your homepage. Your pricing, docs, and checkout live on other pages — the ones assistants actually quote when they recommend you — and a 67/100 here means agents are already missing things on the page you polish most. The $29 Deep Scan audits the whole site against all 31 checks, then emails a PDF with every failing check and its exact fix, ranked by what costs you the most visibility. One-time, delivered in minutes, no subscription.

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What the agent receives

The agent’s-eye view
DEV Community Skip to content Powered by Algolia Log in Create account DEV Community DEV Community is a community of 4,015,987 amazing developers We&#39;re a place where coders share, stay up-to-date and grow their careers. Create account Log in Home DEV Challenges DEV++ Videos DEV Education Tracks DEV Help Advertise on DEV Organization Accounts DEV Showcase About Contact Free Postgres Database DEV Shop MLH Trends Other Code of Conduct Privacy Policy Terms of Use Popular Tags #ai #webdev #programming #productivity #javascript #tutorial #python #beginners #opensource #devops #security #automation #machinelearning #career #crypto #reviews #api #architecture #news #llm #react #aws #agents #discuss #blockchain #database #web3 #typescript #cybersecurity #java DEV Community A space to discuss and keep up software development and manage your software career Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community &copy; 2016 - 2026. Posts Relevant Latest Top 🎓 DEV Education Tracks What&#39;s a billboard? Manage preferences Report billboard Add a new badge to your DEV profile Introducing Our Next DEV Education Track: "Build Multi-Agent Systems with ADK" Jess Lee for The DEV Team ・ Feb 17 #agents #gemini #ai #buildmultiagents Happy Learning! Meme Monday Relatable humor about databases and coding Ben Halpern Ben Halpern Ben Halpern Follow Jul 27 Meme Monday # discuss # jokes # watercooler 9 reactions 4 comments 1 min read Most free mahjong games can deal you a board you can&#39;t finish. I built mine backwards. DevNash DevNash DevNash Follow Jul 27 Most free mahjong games can deal you a board you can&#39;t finish. I built mine backwards. # showdev # javascript # python # webdev 4 reactions Add Comment 5 min read The Cloudflare Worker That Ran Perfectly and Still Failed Twice Summer Bug Smash: Clear the Lineup 🐛🛹 Daniel Nwaneri Daniel Nwaneri Daniel Nwaneri Follow Jul 27 The Cloudflare Worker That Ran Perfectly and Still Failed Twice # devchallenge # bugsmash # sentry 8 reactions Add Comment 6 min read I Ran an AMA on Dev.to. Here Are My Favorite Questions Cesar Aguirre Cesar Aguirre Cesar Aguirre Follow Jul 27 I Ran an AMA on Dev.to. Here Are My Favorite Questions # coding # beginners # career # top7 1 reaction 1 comment 7 min read It Passed Because It Never Looked Ted Ted Ted Follow Jul 27 It Passed Because It Never Looked # typescript # webdev # programming # debugging 2 reactions 3 comments 5 min read I Updated My Android App From a Restaurant. My Laptop Was Off. Juan David Gómez Juan David Gómez Juan David Gómez Follow Jul 27 I Updated My Android App From a Restaurant. My Laptop Was Off. 2 reactions Add Comment 8 min read One Unbounded Channel, 188 MB of Regret Sukhpinder Singh Sukhpinder Singh Sukhpinder Singh Follow Jul 27 One Unbounded Channel, 188 MB of Regret # dotnet # csharp # programming # webdev 2 reactions Add Comment 4 min read Como eu venci o medo da transição de carreira Bárbara Martins da Silveira Bárbara Martins da Silveira Bárbara Martins da Silveira Follow for He4rt Developers Jul 26 Como eu venci o medo da transição de carreira # carreira # aprendizado # networking # braziliandevs 91 reactions 7 comments 3 min read 🐍 Snake - rendered with 576 browser windows [warning - this WILL hurt your eyes...and PC!] Explores browser popup API abuse GrahamTheDev GrahamTheDev GrahamTheDev Follow Jul 23 🐍 Snake - rendered with 576 browser windows [warning - this WILL hurt your eyes...and PC!] # javascript # webdev # programming # css 60 reactions 26 comments 3 min read I Was Filming a Demo of My Monitoring Tool. The Monitor Wasn&#39;t Monitoring. Summer Bug Smash: Smash Stories 🐛🛹 Daniel Nwaneri Daniel Nwaneri Daniel Nwaneri Follow Jul 27 I Was Filming a Demo of My Monitoring Tool. The Monitor Wasn&#39;t Monitoring. # devchallenge # bugsmash 17 reactions Add Comment 3 min read Lemonade Second Squeeze: Model Archeology on 2019&#39;s GPT-2XL L. Cordero L. Cordero L. Cordero Follow Jul 27 Lemonade Second Squeeze: Model Archeology on 2019&#39;s GPT-2XL # showdev # ai # buildinpublic # lemonade 22 reactions 1 comment 4 min read Introducing Tiny Interpreters: Learn How Programming Languages Work Without Fighting the Dragon Dwayne Crooks Dwayne Crooks Dwayne Crooks Follow Jul 27 Introducing Tiny Interpreters: Learn How Programming Languages Work Without Fighting the Dragon # programminglanguages # interpreters # elm Add Comment 5 min read Codename One Settings Is Now a Standalone Tool Shai Almog Shai Almog Shai Almog Follow Jul 26 Codename One Settings Is Now a Standalone Tool # java # mobile # android # ios 5 reactions Add Comment 4 min read The meta-repo as AI multiplier Jens Reynders Jens Reynders Jens Reynders Follow Jul 27 The meta-repo as AI multiplier # agents # ai # programming # softwareengineering 1 comment 6 min read Human-in-the-Loop Agentic DevOps: Govern AI Automation in GitHub Issues Marcel.Lupo Marcel.Lupo Marcel.Lupo Follow Jul 27 Human-in-the-Loop Agentic DevOps: Govern AI Automation in GitHub Issues # githubcopilot # github # devops # ai 1 reaction Add Comment 8 min read Node.js has plenty of circuit breakers. So why did I build another one? Pedro Rogério Pedro Rogério Pedro Rogério Follow Jul 27 Node.js has plenty of circuit breakers. So why did I build another one? # node # typescript # webdev # opensource Add Comment 5 min read We Tracked 143,424 AI Citations. Nearly Half Point Back to the Vendors Being Recommended Henrik Telle Henrik Telle Henrik Telle Follow Jul 27 We Tracked 143,424 AI Citations. Nearly Half Point Back to the Vendors Being Recommended # ai # opendata # datascience # saas 1 comment 2 min read &quot;It Looked Done. It Wasn&#39;t.&quot; The Hidden Cost of Vibe-Coded Client Sites Chesea Chesea Chesea Follow Jul 27 &quot;It Looked Done. It Wasn&#39;t.&quot; The Hidden Cost of Vibe-Coded Client Sites # webdev # programming # productivity # career 1 reaction 1 comment 3 min read loading... #discuss Discussion threads targeting the whole community! Meme Monday 4 comments I Built Something Good With AI. Now Some Developer Communities Don&#39;t Want to See It. 17 comments CI Paid for Itself on the First Run: 4 Repos, Real Bugs New I tried to build an Apple Shortcut from code. Apple said no, four times. New 18 Stories, 6 Characters, 18 to Go — A Half-Time Check-In on the 36 Stratagems 15 comments trending guides/resources The new HTTP method : QUERY HTTP Just Got Its First New Method in 20 Years. Here&#39;s Why You Should Care. The most popular AI coding skills right now Graphify + code-review-graph: Build a Self-Updating Knowledge Graph for Claude Code and other AI ... How I Cut My Claude Code Token Usage by 60% and Got Better Output Run GLM-5.2 Locally: The Open Model Nobody Can Ban Free Model Providers to Use with Hermes Agent Headroom: Cut Your LLM Token Usage by Up to 95% Without Changing Your Answers MarkItDown: Microsoft&#39;s Tool for Converting Almost Anything to Markdown Stop Making Your AI Coding Agent Grep Your Whole Repo — Try codebase-memory-mcp I Tested 6 AI Plans to Find What $5, $10 and $20 Get You CodeGraph: Stop Your AI Agent From Grepping the Same Files 50 Times Ponytail: The AI Coding Skill Taking GitHub by Storm — And the One Question Nobody&#39;s Answered Yet Use Fable 5 where it pays for itself Join the June Solstice Game Jam: $1,000 in prizes! Understand Anything: Turn Any Codebase Into an Interactive Knowledge Graph TypeScript 7 is officially released! 🚨 Using Google&#39;s New AI Command-Line Assistant: Antigravity CLI (agy) and YOLO&#39;s No-Confirmation Mode Upgrading Ubuntu 24.04 to Ubuntu 26.04 GLM 5.2 isn&#39;t free: not even my US$4,000 Spark can run it 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community

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AgentSpeed score for dev.to
<a href="https://agentspeed.com/scan/dev.to"><img src="https://agentspeed.com/badge/dev.to" alt="AgentSpeed agent-readiness score" height="56"></a>

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This score says whether an AI agent could read dev.to. AI traffic analytics says whether one actually came — and which pages turned it away.

Full breakdown

14 pass2 warn12 fail3 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 9 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.
0/100
pass
llms.txt present
Found /llms.txt but missing H1 header and markdown links. Not scored.
100/100
fail
Sitemap present
No reachable sitemap.xml. Publish one and reference it in robots.txt.
0/100
warn
Link response headers
A Link: header is present but carries none of canonical/alternate/describedby — the relations agents consume.
60/100
pass
Canonical URL
Canonical points to self: https://dev.to/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
fail
Text-to-markup ratio
Visible text is 3.3% of HTML weight (8600/260416 bytes). Low. Markup may be crowding out agent-usable text.
25/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
warn
Heading hierarchy
Heading issues: 1 skipped level(s).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Declared language
Declared lang="en".
100/100
pass
Page title
A concise <title> is present (13 chars).
100/100
pass
Meta description
A well-sized meta description is present (83 chars).
100/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
pass
Schema type coverage
Page intent unclear; no specific schema.org type expected.
100/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("developer community platform") with price/CTA ("Create account").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 160ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 254 KB.
100/100
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