Notes & articles
blog. practical AI & automation articles for business
Practical notes on AI, automation, and the systems behind a smoother-running business — written for people who run one, not just for developers.
GPT vs Claude for Business Chatbots: What Actually Differs
I build chatbots on both APIs. The differences that survive real customers are price, tone and caution - not raw intelligence. Real numbers and…
AI Automation for eCommerce Stores: The Five That Matter
The five automations every store needs, ranked by payoff: order intake, "where's my order?", stock alerts, review requests, abandoned carts - and where AI…
How to Self-Host n8n on a $6 VPS (And When You Shouldn’t)
The exact setup I use for client instances: Docker Compose, Caddy for HTTPS, the two things you must back up, and the honest checklist…
How Much Does a Custom AI Chatbot Cost to Build and Run?
Build: $900-$2,800 fixed price. Run: usually $2-23 a month in AI usage for a small-business site, under your own keys. The full arithmetic, worked…
How Much Does Workflow Automation Actually Cost?
Real numbers: a single workflow from $600, full pipelines at $1,800, platform costs of $6-30 a month - and the arithmetic for deciding whether…
n8n vs Make.com: Which Should Your Business Use?
Make bills per step, n8n per run, self-hosted n8n per nothing. Real 2026 prices, the worked example where Make honestly wins, and where the…
n8n vs Zapier: An Honest Comparison (With Real Pricing)
Zapier bills per task, n8n per execution, self-hosted n8n per nothing. Real prices, a worked example at 1,000 runs a month, and when each…
Build Your Website So It’s Easy to Automate Later
Most websites quietly throw away the information that would make automation cheap. Seven decisions at build time — and a 15-minute audit of your…
Core Web Vitals in Plain English: LCP, INP and CLS
What Google's three Core Web Vitals actually measure, what causes bad scores on real WordPress sites, and the order to fix them in.
What an AI Chatbot Can Actually Answer (and Where It Quietly Fails)
How business chatbots really work, the questions they answer well, the ones they get confidently wrong, and how to tell whether yours is any…
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