Notes from the work.
Thoughts on freelancing, building client software, and the road toward AI/ML engineering.
How Much Does a Small Business Website Actually Cost?
The honest, unbundled answer from someone who quotes these projects every week — plus why the lowest bid is usually the most expensive one.
Read article →WordPress or Astro? What I Actually Recommend to Clients
I build on both. Here's the honest breakdown of when each one is the right call — and when picking the trendy option is just a mistake in disguise.
Read article →AI Automation vs. a Chatbot: They're Not the Same Thing
Clients ask for a 'chatbot' when what they actually need is an automation, and vice versa. Confusing the two wastes budget on the wrong problem.
Read article →Why Leads Go Cold Before You Ever Call Them Back
It's rarely a bad lead. It's almost always a slow follow-up. Here's the math on why speed beats almost everything else in conversion, and how to automate it.
Read article →How I Actually Use AI as a Freelance Developer (Without Becoming Replaceable)
AI didn't make my work faster by doing it for me — it made it faster by removing the parts that were never the actual skill in the first place.
Read article →Building a Client Website That Doesn't Just Look Good — It Converts
Lessons from building Kayship's website from zero: the decisions that actually drive inquiries, and the ones that are just decoration.
Read article →Why I'm Building Toward AI/ML Engineering (Not Just Using AI Tools)
Wiring together AI tools and actually understanding the systems behind them are two very different skill sets. Here's why I'm chasing the second one.
Read article →How I Landed My First International Client on Fiverr
No portfolio, no reviews, no name recognition — here's what actually got a US-based client to take a chance on me.
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