Coaching Marketplace vs Direct Coaching:
Convenience vs Commitment
ADPList, MentorCruise, and similar platforms offer easy access to hundreds of coaches.
But does variety actually help you, or just overwhelm you? Let's get clear.
More Options. More Confusion.
Still No Results.
Marketplace coaches have wildly inconsistent quality. Some are excellent, many are not. You're gambling with your career.
Platform fees eat into what coaches receive, meaning you pay more while coaches deliver less. Nobody wins except the platform.
No long term accountability. Marketplace coaches have hundreds of other clients. You're just another booking in their calendar.
Direct Coaching Means Vetted Expertise and Real Commitment.
The World-Class AI Engineer Cohort
When you work directly with a coach, you get someone who has been vetted through their public work, testimonials, and results. They have skin in the game because their reputation depends on your success.
Evaluate the Coach First
Review their background, content, and client results
Build a Real Relationship
Direct coaching creates genuine partnership, not transactional sessions
Get Tailored Programs
No cookie cutter marketplace templates. A program built for your situation
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.
Every Month Shopping for Coaches Is a Month Not Growing
Frequently Asked Questions
What are the main problems with coaching marketplaces?
Three core issues. First, quality control is minimal. Anyone can list themselves on ADPList or MentorCruise. Reviews help but are easily gamed. Second, platform fees increase costs while reducing coach investment. When a coach gets 70% of what you pay, they treat you like 70% of a client. Third, no continuity. Marketplace coaches juggle hundreds of clients. You get generic advice because they cannot remember your specific situation between sessions.
Why is direct coaching more effective for career transitions?
Direct coaching works better for serious career changes because of three factors. Accountability: a direct coach has their reputation on the line with every client. They cannot hide behind a platform. Customization: they can build programs specifically for your background instead of following marketplace templates. Commitment: with fewer clients and no platform intermediary, direct coaches invest more deeply in each person's success.
How do costs compare between marketplace and direct coaching?
Marketplace coaching typically runs $100 to $300 per session with platform fees included. Direct coaching often works differently, with programs that are a four-figure investment for 8 weeks of comprehensive support. Per session, direct coaching can seem more expensive. But you get more: custom curriculum, async support between calls, and a coach fully invested in your outcome. The real question is cost per result, not cost per hour.
How do I find a good direct coach?
Look for coaches who create content you respect. Blog posts, YouTube videos, and LinkedIn posts reveal how they think. Check for specific results with past clients, not just vague testimonials. Verify their current or recent industry experience. The best coaches are practitioners who also teach, not career coaches who have never done the work themselves. Book a call to assess fit before committing.
When might a coaching marketplace make sense?
Marketplaces work for low stakes situations. If you need one quick session for a specific question, marketplace convenience helps. If you want to sample different coaching styles before committing, trial sessions make sense. If you have very niche needs and cannot find a direct coach in that space, marketplaces offer variety. For serious career transitions though, the commitment of direct coaching produces better outcomes.
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.
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.
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.