Cloudflare just shipped an agent runtime that spins up containers on demand for AI agents. Translation: agents are moving from crawling sites to executing them. If your answer needs client-side JS, the agent skips you. Static, answer-shaped HTML just got more valuable.

Agents need more than just a container to scale. We're introducing @cloudflare/computer, an agent runtime that dynamically orchestrates between fast, efficient isolates and full Linux containers to give every agent a computer of its own. https://cfl.re/4w8ZcuX

Your agent needs a computer, not a container — introducing @cloudflare/computer

The @cloudflare/computer package provides an agent runtime where the details and mechanics of what code runs in an isolate, and what runs in a container sandbox are handled by the platform.

blog.cloudflare.com

Squarewebsites just published a comparison of Squarespace vs 18 platforms. 58 claims, 40 sources, no winner named. Per-use-case shortlists instead. Our review + why this shape wins AI citations: https://www.webbroi.com/blog/squarewebsites-compare-platform-guide-2026/

Skip leaderboard worship. Kimi guide: credits, Agent vs Research, API costs, context tradeoffs, and human QA. https://dub.sh/VOrZtrw Referral link.

Five Kimi workflows: Deep Research, Agent mode, Code, Slides/Docs, and API. Which job should it own? https://dub.sh/Ty5K4pZ Referral link in guide.

Kimi K3 now spans Agent mode, Deep Research, Slides, Code, API, plans, and 1M-token workflows. https://dub.sh/5gedBIb Referral link in guide.

Searched "bing webmaster tools." Got three back-to-back Bing results with identical titles + near-identical descriptions. The tool built to fix your SEO can't rank its own pages distinctly. Every page needs a unique title. Even Microsoft slips.

You know you're an AEO nerd when you spend Friday afternoon writing a llms.txt file. Not for a client. For your own portfolio site. Somebody's got to do it.

When a step in an AI workflow fails: don't restart the whole thing. Escalate the weak step to a stronger model. Keep the completed work. Restarting means paying for all 47 steps again. The full playbook: webbroi.com/blog/the-model-routing-playbook

WebbROI AEO audit delivers: ✓ Citation map (ChatGPT/Perplexity/Gemini/AI Overviews) ✓ Technical block list ✓ Content answer-shape scoring on top 10 pages ✓ Prioritized fix list ✓ 5 business days, fixed price webbroi.com/get-a-quote

Contrarian take: SEO isn't dying. It's absorbing AEO. Google AI Overviews pull from ranked content. ChatGPT cites Reddit-dominant domains. Schema + llms.txt + answer-shape wins in both Google AND the AI answer. That's the play in 2026.

Perplexity Computer doesn't publish a per-model price list — credits burn by task complexity. So we route by job: premium reasoning for architecture, cheap operators for volume execution. Cut our AEO audit compute cost roughly in half. https://www.webbroi.com/blog/the-model-routing-playbook/

We compared 22 AI search visibility tools. Pricing, engines, GSC/GA4, API — one matrix. No paid placements. No affiliate links. Free: webbroi.com/blog/aeo-buyers-guide

What FAQPage schema does for AEO: → AI engines lift Q+A directly into answers → Each Q/A = a citation target → 40-60 word answers get extracted verbatim Heading + paragraph + schema = 3 signals. webbroi.com/blog/how-to-run-an-aeo-audit

webbroi.com: 100/100 PSI mobile + desktop. LCP 1.7s / CLS 0.006 / TBT 0ms Stack: Astro + Cloudflare Pages. Zero JS. Edge HTML. webbroi.com/blog/why-we-moved-webbroi-off-squarespace-to-cloudflare

Migration numbers from webbroi.com's own move off Squarespace: Before: 1.24 MB JS, 65 mobile PSI After: 0 JS, 100 mobile PSI Stack: Astro + Cloudflare Pages. webbroi.com/blog

learning code helps with learning how to live.

Is your business cited in ChatGPT? Most aren't — it's a structure problem, not content. Fixed-price AEO audit: ✓ Where you're cited ✓ What's blocking you ✓ Fix list in 5 business days webbroi.com/get-a-quote

SEO = ranked link on a results page. AEO = your brand quoted inside the AI answer. Buyers hit AI answers before organic results in 2026. webbroi.com/answer-engine-optimization

POV: Friday night, writing FAQPage schema so ChatGPT cites your business. Somebody has to do it.

POV: Friday night, writing FAQPage schema so ChatGPT cites your business. Somebody has to do it.

WebbROI is an AEO + web dev agency. We build fast, answer-ready sites on Astro + Cloudflare Pages so businesses get cited in ChatGPT, Perplexity, Gemini & Google AI Overviews. → AEO audits → Squarespace → Astro migrations → New AEO builds webbroi.com/get-a-quote

AEO is the future

Hardest AEO question you can’t get a straight answer to? What’s most unresolved: llms.txt, schema & citations (2026), CWV & retrieval, citation share, Perplexity citations. Add yours + vote in comments: https://www.reddit.com/r/Astroaeo/comments/1us9nyv/whats_the_hardest_aeo_question_you_cant_get_a/

Just launched r/astroaeo — Astro + AEO on Reddit. Schema, llms.txt, Cloudflare Pages perf, AI citations. The intersection nobody was covering. reddit.com/r/astroaeo

WebbROI is an AEO + web development agency. We build fast, answer-ready sites on Astro + Cloudflare Pages so businesses get cited in ChatGPT, Perplexity, Gemini & Google AI Overviews. → AEO audits → Squarespace → Astro migrations → New Astro AEO builds webbroi.com/get-a-quote