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Notes on building with AI

Practical writing on AI automation, chatbots, voice agents and websites — what these projects cost, how long they take, and what actually works.

3 min read

Your Website Is Invisible to ChatGPT (And You Probably Do Not Know It)

GPTBot, ClaudeBot and PerplexityBot do not execute JavaScript. If your site renders content in the browser, AI assistants see an empty page. Here is how to check yours.

AI SearchWebsitesGEO
3 min read

How Much Does AI Automation Cost?

What AI automation actually costs in 2026, what drives the price up or down, and how to budget for a first project without overcommitting.

PricingWorkflow Automation

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