
What we learned from 67 agent readiness audits
We checked 67 websites for agent readiness: who has an llms.txt, who blocks AI crawlers, why Shopify stores do well, and how much traffic ChatGPT sends.
JozefWe build AI products and write about what works, what doesn't, and what we'd do differently. Real lessons from real projects.
Our Writing

We checked 67 websites for agent readiness: who has an llms.txt, who blocks AI crawlers, why Shopify stores do well, and how much traffic ChatGPT sends.
Jozef
How visual verification works in our agentic coding workflow. Our coding agents screenshot and record every UI change, check the captures themselves and put the evidence in the pull request.
Jozef
What it really costs to build and run an AI product, agent or automation in 2026, using our actual prices, real projects and today's model pricing.
Jozef
How Pixelhop turns project files into a clear, client-branded portal for every engagement.
Gemma
How a free SEO checker started surfacing potential leads, and the human-reviewed Glitch workflow we built around it.
Gemma
What Pixelhop learned when Glitch missed a known-good business and configured an Instantly follow-up incorrectly.
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