baseline → measure
model → trace
ship → observe
✓ groundedness 0.94
✓ p95 latency 180ms
$ deploy → prod
I teach engineers to build AI
that survives production.
Most developers can demo a model. Almost none ship one that holds up under real users, real data, and real cost. Learn to be the one who does — then get referred, not rejected.
eval harness
retrieval pipeline
agent write-back
18 sessions
45 live hours
42 things you build
The engineer they deploy
where the mess actually is.
Finish and you're not qualified for one job title — you're qualified for the highest-paid engineering roles on the market. Same skills. Six doors. You pick which one to walk through.
AI Engineer
Build the AI features every company is racing to ship.
Forward Deployed Engineer
The highest-leverage role in AI — engineer meets consultant, deployed where it counts.
SDE / Big Tech
Clear the engineering bar at Amazon, Microsoft & the rest.
Software Engineer
Ship polished products end-to-end at any product company.
Startup CTO
Build the entire product and lead a team from day one.
Same skills. Six doors open.
Start the pipeline →
Get referred, not rejected.
Partnered with 200+ firms across tech, consulting, and AI. Complete the cohort and you get direct introductions — real referrals, not job-board links.
Direct referrals
Real introductions to companies hiring for AI and forward-deployed roles.
Mock interviews
Technical + behavioural practice on real questions before it's for keeps.
A portfolio that talks
Shipped systems you can put in front of any interviewer — the thing that gets the offer.
ZS principal arch
BCG sr. analyst
↳ led by me
multi-agent orchestration
governance · observability
↳ in production
Learn it from someone who
ships it for a living.
Rahul Sahu
Not another theory course. I lead the design and delivery of enterprise AI platforms — autonomous agents, multi-agent orchestration, and intelligent workflows — with governance, observability, and resilience built in by design. You'll learn to build the way real production systems are built: trustworthy, maintainable, and enterprise-ready, not experimental.
Everything engineered to get you hired.
You actually finish
Instructor-led sessions, never pre-recorded — get unstuck in real time so the work gets shipped.
Interview-grade code
Your designs and code critiqued to production quality, so what you show holds up.
Direct referrals
Real introductions to companies hiring AI & forward-deployed engineers.
Mock interviews
Walk in having already answered the hard questions.
Claude subscription
Direct AI the way real FDEs ship — a senior engineer in your corner.
Certificate employers trust
Proof of shipped systems, not attendance hours. Lifetime access to everything.
Built for engineers who ship.
This is for you if
- You can already write basic code in any language
- You'd rather ship real systems than watch tutorials
- You're targeting AI, FDE, or product-engineering roles
- You're comfortable building under ambiguity
Not the right fit if
- You want an intro-to-coding course from scratch
- You prefer bingeing pre-recorded lectures
- You expect a job without doing the work
- You can't commit to live, weekly sessions
Real developers. Real jumps.
Went from basic React to shipping a production app with auth in 20 days, then straight into AI engineering. The modular approach is genius.
The milestone project is what separates this from every other bootcamp. I walked into my FDE interview and described exactly what they were looking for.
The referral network landed me 3 interviews in 2 weeks. I only took what I needed and it still paid for itself.
The consulting skills — discovery calls, proposals, stakeholder management — turned me from a coder into a consultant.
He teaches from real experience, not slides. Every lab mirrors what you'd actually do at a client site. The mock interviews gave me the confidence I was missing.
Six months later I had a portfolio of real projects, consulting experience, and referrals to companies I'd never have reached alone. Best investment I've made.
Love it? Get paid to share it.
Refer friends and earn $100 for every enrollment. Bring 5 and your own seat is 100% free.
Become an ambassador →Reimbursement, sorted.
Most L&D budgets cover this. We provide a pre-filled expense letter and receipt. Teams of 3+ get 20% off; students get $500 off.
Get details →prereq one window function
prereq containerize a script
prereq read a stack trace
↳ screening take-home
↳ 6-week intensive
↳ 7-day refund window
Bring a real system.
Leave with proof you can ship.
Prerequisite-screened intake, capped small so reviews stay personal. Leave your email — we'll send the screening take-home and cohort details.
Straight answers.
Do I need to be an experienced developer?
You should be comfortable writing basic code in any language. We don't teach programming from scratch — we teach you to build, ship, and defend AI systems that survive production.
Is it live or self-paced?
Live and cohort-based, on a fixed schedule with reviews and group builds. Every session is recorded if you miss one.
What's the time commitment?
About 12–15 hours a week — live sessions plus hands-on building. Most students balance it alongside a full-time job.
How is this different from other bootcamps?
Most teach you to code. We teach you to deploy, evaluate, and deliver — reviewed on your own work, ending in referrals to real hiring partners.
What happens after I finish?
Mock interviews, then direct referrals to 200+ hiring partners — real introductions, not job-board links.
Can my company pay?
Yes — most L&D budgets cover it. We provide a pre-filled expense letter and receipt. Teams of 3+ get 20% off.
What's the refund policy?
Full refund within 7 days of the cohort start — no questions asked.