O'Reilly AI Learning Alternative:
Guidance Over Information Overload.
Great content library, but zero direction on what matters for your goals.
Get curated learning paths with accountability that drives results.
Drowning in Content Without
a Career Focused Path.
Overwhelming catalog with thousands of AI books and courses. No guidance on what to learn first, what to skip, or what matters for your specific career goals.
Passive consumption without accountability. You can read for months and still lack the practical skills that get you hired or promoted.
No career focused path. Content is organized by topic, not by what actually lands AI engineering jobs or advances your career.
Curated Learning for Your Specific Goals.
The World-Class AI Engineer Cohort
Instead of wandering through thousands of resources hoping you pick the right ones, work with someone who knows which content matters for your background, your goals, and your timeline. Skip the noise. Focus on what moves you forward.
Define Your Target Role
Clarify exactly where you want to go
Curated Learning Path
Only the resources that matter for your goals
Accountability and Progress
Weekly check-ins ensure you follow through
Meet Your Mentor
My aim has been the same for years: become a world-class AI engineer. Every career move I've made has been measured against that.
I started as a software tester on a $500/month internship in the Netherlands. Taught myself to code, learned to ship real systems, and worked my way to Senior Engineer at GitHub.
Then I left GitHub. I joined an AI research lab as Member of Technical Staff, where I currently build products for secure AI monitoring.
The cohort draws directly from my real experience so you can make progress fast.
I run this special cohort with only a few people because hands-on work with me is what it takes to bring you to become a world-class AI engineer.
Real Results
Vittor
AI Engineer
Built and deployed his portfolio piece, then landed the AI role
"The coaching played a huge part in my success. I focused on AI fundamentals, the certification path, and soft skills like professional writing. Having access to expert guidance gave me confidence during interviews and helped me feel I was on the right path.
I built my own platform (simple but functional) and deployed it on AWS. I used it in my portfolio and showcased it during interviews. The way complex topics were explained, especially the restaurant analogy for AI systems, really stuck with me. Focusing on doing the basics well was absolutely essential."
What You Will Get
8 Weekly Tuesday Sessions
3 hours each for 24 live hours total.
Project Scoping at Kickoff
We set the scope of what you'll ship and the milestones to get there before the live sessions start.
Code Reviews
Reviews of your code from Zen during the cohort.
Lifetime Demo Access
Every architecture demo is recorded and yours to keep.
Demo Day
You present what you built and get feedback from Zen, with a recording you can use in your portfolio.
12 Months Community Access
Included with the cohort.
Information Is Free. Direction Is Priceless.
Frequently Asked Questions
What are the limitations of O'Reilly for AI career development?
O'Reilly has excellent content, but three problems hurt career focused learners: 1) The massive catalog creates analysis paralysis. With thousands of AI books and courses, you spend more time deciding what to learn than actually learning. 2) No personalization means no one tells you which content matches your background or goals. A Python developer and a data analyst need different paths. 3) No accountability means most learners consume content passively without building portfolio projects or interview ready skills. Reading about AI is not the same as doing AI.
Is O'Reilly content high quality for AI learning?
Yes, O'Reilly publishes excellent technical content from respected authors. The quality is not the problem. The problem is curation and direction. Having access to 100 great AI books does not help if you read the wrong 10 in the wrong order for your specific situation. High quality content without guidance often leads to knowledge without practical application. Coaching helps you extract maximum value from quality resources by telling you exactly what to focus on and what to skip.
How much time will this take?
You'll spend 3 hours every Tuesday in the live session and roughly 3 hours of async work in between, for 8 weeks. The Tuesday session time is fixed.
Can I succeed with O'Reilly if I am disciplined and self directed?
Some learners do succeed with pure self direction. But even disciplined learners face challenges: you do not know what you do not know. You might spend months on topics that matter less than you think while missing critical skills employers actually want. Self directed learning also lacks feedback. You cannot get code reviews, career advice, or interview practice from a book. If you have successfully taught yourself multiple technologies and landed jobs doing it, O'Reilly might work. If you want faster results with less guesswork, guidance helps.
I've signed up for cohorts before and dropped out. How is this different?
It probably isn't, and you should hold the money. Most cohort dropouts are people who couldn't articulate what they were shipping when they signed up. That's why the consult exists, and why I turn down most applications. If we get on the call and you can't tell me what you'll have shipped at the end of week 8, I'll point you to the AI Native Engineer community until you can.
I'm not pivoting careers. I want to build a product. Does this still work?
Yes, the cohort works for people shipping their first serious AI system whether the goal is to land a senior role or to launch a product. The shipped system serves both equally well.
Do I need prior AI experience?
You need to be able to code in Python or TypeScript. Complete beginners can follow the classroom they get access to before the cohort sessions to come in well-prepared.
What does it cost?
It's a four-figure investment that we discuss during the 30-minute consult, alongside whether the cohort is the right fit for your project.
Can I do this while working full-time?
Yes, most attendees do. The live session is one Tuesday a week and the async work fits around your existing schedule, as long as you can carve out roughly 6 hours a week.
I accept those who have the highest chance of success.
In the 30-minute call we discuss your goals and whether you are ready for the program.