
How much does AI development cost? Our real prices for 2026
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.
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

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 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
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.
Gemma
A practical guide to WebMCP, how it differs from MCP and browser automation, and what we learned connecting Chat Thing to page-declared tools.
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