Software engineers, backend and cloud developers, ML engineers and technical founders who want to become production-ready AI engineers.

Do I need a machine learning background?

No. Nitmonk teaches the engineering behind AI systems. If you can write code, the Zero to Enterprise AI Engineer path takes you the rest of the way.

How is Nitmonk different from other AI courses?

Most AI education focuses on prompts or demos. Nitmonk teaches how real enterprise AI systems are designed, built, deployed and scaled — with hands-on projects and system design.

The Frontend Masters for AI Engineering

Become anAI Agent Engineer, Enterprise AI Agent Engineer, Forward Deployed Engineer

Master AI Agents, LangGraph, AWS Bedrock, MCP and RAG through real production engineering — and land the AI Agent Engineer and FDE roles enterprises are hiring for.

Start the Bootcamp Watch free videos

Loved by developers Free on YouTube — English & Hindi

AI Agents
LangGraph
MCP
Enterprise RAG
AWS Bedrock
Agent Architectures
Production AI

Taught by an engineer who's shipped production software for over a decade

In software engineering: 12+ yrsIn software engineering
Earned freelancing: $260K+Earned freelancing
On Upwork: Top Rated PlusOn Upwork
Shipped for clients: 10,000+ hrsShipped for clients

Free full courses

Marathon study streams

40+ hours of free, follow-along AI Agent Engineering — complete courses and interview prep, start to finish. Watch them right here on Nitmonk.

12 hours

12 Hours of AI Agents — From Zero to Job-Ready AI Agent Engineer

A full 12-hour marathon that takes you from the fundamentals all the way to a job-ready AI Agent Engineer.

Watch now — free

12 hours

12 Hours of AI Agents — Study Stream (Free Full Course, 2026)

Twelve hours of focused, free study — a complete AI Agent Engineer course, start to finish.

Watch now — free

16 hoursRecorded

16 Hours of AI Agent Engineering + Interview Preparation

Sixteen hours combining the full engineering course with dedicated AI-engineer interview preparation.

Watch now — free

100% free · no sign-up required

Free on YouTube

Every video, organized to learn in order

74 free videos across 9 tracks. Browse a category below, or follow them 1 → 9 end to end.

LLM Foundations, RAG & Prompt Engineering

Foundations16 videos

How LLMs work, embeddings, RAG and prompt engineering — the foundations.

Zero to Enterprise AI Agent Engineer

Roadmap18 videos

The complete 2026 roadmap — from basics to production agents.

Python for AI Agent Engineering

Python8 videos

The Python foundation & interview prep every AI engineer needs.

Enterprise Problems in AI Agents

Enterprise3 videos

The real-world failure modes teams hit — and how to fix them.

AWS Bedrock & AgentCore

Cloud6 videos

Ship production AI on AWS Bedrock and AgentCore.

Claude AI Masterclass

Claude9 videos

Agents, Claude Code and hands-on tutorials with Claude.

AI Freelancing for Beginners

Freelancing9 videos

Turn AI engineering skills into freelance income.

Insights & Deep Dives

Insights4 videos

Trends, hot takes and full builds from the frontier of AI engineering.

AWS Solutions Architect Preparation

AWS1 videos

Real interview rounds, design trade-offs and prep for the Solutions Architect path.

01
I Faced 7+ AWS Solutions Architect Interview Rounds — Here's What I Learned | Part 1

From the community

Loved by AI engineers

Real comments from developers learning to build production AI on the Nitmonk YouTube channel.

Logo ki subah chai aur bun-maska ke saath hoti hai… but aaj meri subah nitmonk ke saath hui. The way you explained immutable vs mutable was incredible. Thanks for the amazing videos!
Swapnil@swapnilvevo1680
on “Python for AI Agent Engineers — Ep 1”
I have 5 years as a Data Scientist and I'm preparing for AI Engineer roles — companies asked me almost the exact questions you mentioned. Thanks for the honest take on the interviews.
Suman Sahu@sumansahu2235
on “I Gave 20+ AI Engineer Interviews”
This is the most informative video I have ever seen on YouTube. Loved it — thank you.
SavannaCode@SavannaCode-c3k
on “100+ AI Interview Questions — Part 2”
An amazing collection of information, curated in a single place. Thank you.
Aquib@aquib-J
on “How LLMs Actually Work”
Amazing — the longest video I've watched fully in a long time. Very insightful, thanks a lot!
Samannway@samannwaysil4412
on “I Gave 20+ AI Engineer Interviews”
Key concepts I learned: good tools make agents more reliable, and MCP makes it easier to connect and manage tools.
Myra@MyraGull
on “Writing Better Tools for Agents — Ep 4”
Isse kehte hai asli content — sidhi baat, no bakwaas.
Virendra Patil@virendrapatil73
on “I Optimized a 10-Million-Document Enterprise RAG System”
Thank you bhaiya for guiding us like a college or corporate senior.
Sarang Tamrakar@sarangtamrakar8723
on “100+ AI Interview Questions — Part 1”
I surrender to your teachings, sir. Subscribed — please keep making such amazing content.
Shounak Chavan@shounakchavan7669
on “I Gave 20+ AI Engineer Interviews”

Why Nitmonk

The engineering behind production AI

Unlike most AI education that focuses on prompts or toy demos, Nitmonk teaches how enterprise AI systems are designed, built, deployed and scaled.

Production, not prompts

Learn the engineering behind real AI systems — agents, RAG, evals, reliability — not toy demos.

Guided learning paths

Structured journeys from zero to enterprise, so you always know exactly what to learn next.

Build real projects

Every course ships hands-on projects you can put in a portfolio and reuse at work.

Enterprise-grade practices

IAM, observability, guardrails, cost control — the discipline enterprises actually require.

System-design depth

Understand the architecture and trade-offs, so you can lead AI projects, not just follow tutorials.

Always current

LangGraph, MCP, Bedrock and the tools production teams use — kept up to date.

Join thousands learning to build production AI

Get AI engineering insights, architecture breakdowns and new course drops. Free, no noise.

Join the community Watch the videos

Become anAI Agent Engineer, Enterprise AI Agent Engineer, Forward Deployed EngineerAI Agent Engineer

Marathon study streams

12 Hours of AI Agents — From Zero to Job-Ready AI Agent Engineer

12 Hours of AI Agents — Study Stream (Free Full Course, 2026)

16 Hours of AI Agent Engineering + Interview Preparation

Every video, organized to learn in order

LLM Foundations, RAG & Prompt Engineering

How LLMs Actually Work — The Foundation of AI Agents

The Prompt Engineering Skills Every AI Agent Engineer Needs - Part 1

Prompt Engineering Hands-On | Every AI Agent Engineer Needs - Part 2

The Complete RAG Architecture — Embeddings, Vector Search & Pinecone

The Complete AI Agent Architecture — Tool Calling, ReAct, Memory, Evals, Traces etc.

I Gave 20+ AI Engineer Interviews — Here's What I Learned

I Faced 20+ MNC AI Interviews — Here Are 100+ Questions They Asked - Part 1

How MCP Actually Works — From Zero to Production | A Complete Guide

I Faced 20+ MNC AI Interviews — 100+ Questions They Actually Asked | Part 2

LangChain + LangGraph: Build an AI Agent From Scratch | Hands-On - Part 1

Part 2 - LangChain + LangGraph: Build an AI Agent From Scratch | Hands-On

How Vector Databases Actually Work

What is an Agent Harness?

23+ Context Engineering & AI Agent Memory Techniques

How LLM Evals Actually Work — Ragas, Langfuse & DeepEval

Part 3 - LangChain + LangFuse + DynamoDB HandsOn: Memory, Context & Multi-Agent

Zero to Enterprise AI Agent Engineer

Ep1# Starting from Basic AI & Agents | Zero to Enterprise AI Engineer (2026 Roadmap)

Ep2# All Keywords of AI Agents in One Video |Zero to Enterprise AI Engineer(2026 Roadmap)

Ep3# WebMCP, Loop Engineering and More| Zero to Enterprise AI Engineer (2026 Roadmap)

Ep4# Writing Better Tools for Agent | Zero to Enterprise AI Engineer (2026 Roadmap)

Ep5# What Happens Inside AI Agent Brain | Zero to Enterprise AI Engineer (2026 Roadmap)

Ep6# Top 60 Enterprise AI Agent Bottlenecks | Zero to Enterprise AI Agent Engineer

Ep7# LangChain + LangGraph + AWS AgentCore (Hands-on)|Zero to Enterprise AI Agent Engineer

Ep8# Master LangGraph Hands-on | Zero to Enterprise AI Agent Engineer – Part 8 (Hindi)

Ep9# Master AI Tool Calling with LangGraph (Hands-on)| Zero to Enterprise AI Agent Engineer

Ep10# Production Optimization Techniques for AI Agents | Zero to Enterprise AI Agent Engineer

Ep11# Production Optimization Techniques for AI Agents | Zero to Enterprise AI Agent Engineer -2

Ep12 # Token Cost Optimization Techniques for AI Agents | Zero to Enterprise AI Agent Engineer

Ep13# All Different Patterns of AI Agents in Enterprises | Zero to Enterprise AI Agent Engineer

Ep14# RAG with LangChain & LangGraph (Hands-on) | Zero to Enterprise AI Agent Engineer

Ep15# Mastering RAG: 20+ Chunking Techniques for Enterprise AI

Ep16# Tokens, Vectors & Embeddings in AI Agnets?

20 HOURS to Become an AI Agent Engineer 🚀 | Complete Python + AI Agents Study Stream(recorded)

20 HOURS to Become an AI Agent Engineer 🚀 | Complete Python + AI Agents Study Stream

Python for AI Agent Engineering

Ep1# Variables, Functions, Closures, Mutability | Python for AI Agent Engineers (2026)

Ep2# Mutable vs Immutable, Closures & Decorators | Python for AI Agent Engineers (2026)

Ep#3 Functions LEGB, Scope & OOP | Python for AI Agent Engineers (2026)

Ep4# Decorators, Wrappers & AI Agent Tools | Python for AI Agent Engineers (2026)

Ep5# Iterators, Generators & Async Await | Python for AI Agent Engineers (2026)

Ep6# Type Hints, Pydantic & Structured Output | Python for AI Agent Engineers (2026)

Ep7# FastAPI, Flask vs Django & Streaming APIs | Python for AI Agent Engineers (2026)

Ep8# Building AI Agents in Python | Python for AI Agent Engineers (2026)

Enterprise Problems in AI Agents

Give Me 15 Minutes & Your RAG AI Agent Will Stop Hallucinating

I Optimized a 10 Million Documents Enterprise AI RAG System

Prompt Injection ATTACKs : How Enterprises Secure AI Agents

AWS Bedrock & AgentCore

AWS Bedrock AgentCore #1 : I learn AWS Bedrock AgentCore this way

AWS Bedrock AgentCore #2: What We are building

AWS Bedrock AgentCore #3: AWS Setup & Authentication Explained

AWS Bedrock AgentCore #4: AgentCore CLI Setup & First Deployment

I Built an Enterprise AI Insurance Agent with AWS BedRock AgentCore : Build and Deploy

I Built Real AI Agents on AWS Bedrock - Real Build to Production

Claude AI Masterclass

The Truth About Claude Fable 5's Relaunch (Hindi)

What's New In Claude Sonnet 5

Can You Actually Build Passive Income with AI? (My Results)

How I'd Learn AI in 2026 to Actually Get Hired

Anthropic's Research on AI That Improves Itself (RSI)

I Trained Claude On My Entire Brand (Game Changer)

Why Claude Fable 5 Is Banned for Non-US Citizens

I Let Claude Run My Shopify Store for 24 Hours

Autonomous AI Workers Are Here | Claude Fable 5

AI Freelancing for Beginners

How I Made $250,000+ on Upwork Building AI Agents | 10 Client-Closing Rules (Hindi)

Build a Chrome Extension to Collect Data & Power a RAG AI Agent

How to Start Freelancing on Upwork with Claude in 2026 (Beginner Guide)

5 AI Startups You Can Build With Gemini Live Translate 🚀

Do This to Make $1000 as a Student on Upwork

This is insane 🔥 10+ Chrome Extensions for AI Training

Build Real Apps for Clients and Get Jobs

Become anAI Agent Engineer, Enterprise AI Agent Engineer, Forward Deployed Engineer