You don't need to become a programmer. You need to become the person who makes AI work.

A free guide to what the AI Solutions Engineer job really is, how to get in from where you are, and your first 30 days. By MT: 13+ years in business and IT, 100+ projects and apps built with AI.

Articles

• Will AI take my job? An honest, task-by-task answer: Jobs don't vanish all at once; tasks shift. How to look at your own week, what AI changes, what it makes more valuable, and what to do this month.
• QA to AI: why testers have a head start: Testing is half the job in AI work now. What carries over from QA, the gaps worth closing, and a 30-day plan.
• Project manager to AI: what transfers and what to learn: Running projects is half of AI adoption. What carries over from project management, the gaps to close, and a 30-day plan.
• Business analyst to AI: what transfers and what to learn: Your BA skills are the hardest part of AI work. Here's what carries over, the gaps worth closing, and a 30-day plan.
• What does an AI Solutions Engineer actually do?: Plain words, no hype: what the job is, what a typical week looks like, and which skills matter most.
• AI Solutions Engineer vs ML Engineer vs Developer vs PM: How the roles differ in daily work, skills and output, and which one fits your background.
• AI portfolio projects that look like real work: Five project ideas hiring managers recognize, how to scope them, and the one thing almost everyone leaves out.
• How to write a case study for an AI project: A one-page structure that hiring managers actually read, with an example of each part.
• AI Solutions Engineer interview questions (and what a strong answer covers): The ten questions you're most likely to get, what interviewers are really testing, and a two-minute project story you can practice.
• How to explain RAG and evals simply (in interviews and at work): A plain-language way to explain retrieval and testing that shows judgment instead of jargon.
• The AI toolkit I actually use, grouped by job: Not every tool. The ones I use for real work, what each is for, and three rules for choosing.
• How to become an AI Solutions Engineer without coding: What "without coding" honestly means, the skills that replace it, and a four-week path you can start tonight.