Systems Engineering in the AI Era - Selfmade Ninja Academy

Early Bird Access · ₹999 · First 99 Seats · Register Now

RECORDED WORKSHOP · WATCH INSTANTLY

AI CAN WRITE CODE
BUT IT CAN'T DESIGN SYSTEMS

Every developer today can prompt AI to build features. Almost none understand the Linux, Docker, Traefik and architecture decisions that determine whether those features survive or collapse. Go from AI user to systems engineer.

AI Tool User Junior Developer Backend Learner Final Year Student Career Switcher

₹999 now - Regular ₹6,000 - First 99 seats only

Who This Is For

Backend or AI Builder -You're both missing the system view

Developer Learning Backend

You want to move beyond the frontend.

You can build screens and call APIs, but the server side is still a black box. This workshop opens it up - how an application actually runs on a Linux server, talks to a database, and reaches users through a gateway.

Engineer Exploring AI Systems

You work with AI. You want to know where it fits.

You use AI to write code, but you're tired of copy-pasting and want to truly understand how systems are designed. You'll see how AI services plug into a real architecture - next to the applications, databases, gateways and containers around them.

No systems background required. If you can read simple scripts and configurations, you're ready.

The Real Problem

Most developers are learning the wrong things

You've done the tutorials. You can build apps. But when something breaks in production, or an
interviewer asks "how would you design this system?" - you freeze.

Your apps work locally but become fragile and confusing at scale

You don't actually understand how your database, app and Traefik talk to each other

AI writes your code - but you can't review it because you don't understand the system underneath

In the AI Era:

Coding is easy. Systems knowledge is rare.

That's where your edge lives.

🤖

AI Can Write Your Code

Any developer can now prompt their way to a working feature. This skill is being commoditised fast. AI code is cheap - systems thinking is not.

⚡

AI Cannot Design Your Architecture

Knowing why to use Linux, how Traefik routes traffic, where Docker fits, and how to wire AI into a real system - that's what separates engineers in 2026.

What You'll Walk Away With

By the end of Day 2 - you'll see the whole system, not just the code

You understand Linux

Not just "use terminal commands." You understand why Linux is the foundation of every production system, what the file system means, and how to move through it with confidence.

02 🏗️

You see the full architecture

Application → Database → Traefik → User. You'll see every handoff point - so when something breaks, you'll know exactly where to look.

Docker finally makes sense

You'll stop copy-pasting Docker commands and start understanding containers as isolated system environments - when to use them and why they exist.

04 🤖

You know where AI fits

How to integrate AI services into a real system architecture - not just as a feature, but as a component with its own infrastructure requirements.

05 🎯

You think end-to-end

From code commit to live server, you'll have a mental model of the complete engineering pipeline. System design interview questions will have answers.

06 💼

You stand out in interviews

"Walk me through how you'd architect this" - you'll have a real answer backed by a real system. Not theory. Not YouTube knowledge. Real.

SKILLS YOU'LL GAIN

Linux Fundamentals for Engineers

Why Linux runs every production server. File system structure, permissions, processes, and the tools every engineer must know.

File System Permissions Processes SSH

02 🗄️

Application + Database Architecture

How your app and database actually communicate - connection pooling, query routing, and building a live app + DB stack from scratch.

PostgreSQL Connection Pooling

Docker - Containers and System Environments

Why Docker exists, what a container actually is, and how Docker Compose wires multiple services together - containerising the stack you built and finally understanding every Dockerfile command.

Dockerfile Docker Compose Networking Volumes Environment Isolation

Traefik - The Gateway Your Apps Need

A reverse proxy, load balancer and SSL terminator. Configure Traefik to route real traffic to your app, understand virtual hosts, and see exactly what happens when a request arrives.

Reverse Proxy Virtual Hosts SSL Termination Load Balancing Auto HTTPS

05 🤖

AI Integration in Modern System Architecture

AI is not magic - it's an API call with infrastructure requirements. Integrate an LLM API into the system you built: latency, rate limits, caching, and AI features that don't kill your system under load.

LLM APIs Caching Rate Limiting Async Architecture

06 🏗️

End-to-End Architecture Review

A final walkthrough of the complete system built across the sessions - the architecture diagram, and how to explain it in interviews.

Architecture Diagrams Interview Prep Q&A

Recorded Sessions · Watch Instantly

Learn at your own pace

Certificate of Completion

YOUR INSTRUCTOR

Built by someone who engineers real systems

Sibidharan Nandhakumar

Founder - Selfmade Ninja Academy

16,000+ students trained across cohorts and workshops. This curriculum was built from the ground up to address the exact gap AI has created - developers who can prompt, but can't architect. Founder of Selfmade Ninja Labs, the cloud Linux and Docker environment you practise on.

Real production systems experience - not a bootcamp instructor

Curriculum updated for the AI era - Docker, Traefik and LLM integration included

Complete workshop recordings - both days, every session and demo included

4.9/5 average instructor rating across all workshops

Pricing

ONE PRICE
EVERYTHING INCLUDED

No upsells. No hidden fees. Everything you need to go from AI user to systems engineer.

⚠ Open Now - First 100 Seats

EARLY BIRD

First 100 Seats

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Next 200 Seats

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FINAL OFFER

Final Tier

₹1,999

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Selfmade Ninja Labs access
Contact Sibidharan via Telegram group
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FAQ

Frequently asked questions

Do I need prior programming experience?

Basic programming knowledge is helpful but not required. The workshop focuses on systems thinking and infrastructure - not writing code. If you can read and understand simple scripts and configurations, you're ready.

Is this beginner friendly?

Yes. The workshop takes you from zero systems knowledge to a solid mental model. Every concept is explained from first principles before it is built on.

How do I access the recordings?

Right after payment you get the complete recorded workshop - both days, about 8 hours - on the Selfmade Ninja Academy dashboard. Watch instantly, at your own pace, as many times as you like.

What tools will be used?

Linux (Ubuntu), Docker, Traefik, PostgreSQL and a real LLM API. All tools are free or have free tiers, and Selfmade Ninja Labs gives you a cloud Linux environment to practise on.

How do I start after I register?

You'll get a confirmation email with your access details. Sign in and start watching whenever you're ready - the recordings and labs are available anytime.

Backend or AI Builder -You're both missing the system view

By the end of Day 2 - you'll see the whole system, not just the code

What real software engineering actually looks like

Built by someone who engineers real systems