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Agentic AI & n8n

Curriculum120Interview Q/A25Projects16Cheatsheet
Agentic AI & n8n · Enterprise Autonomous Systems Architect

Agentic AI & n8n Enterprise Curriculum

A definitive, step-by-step enterprise curriculum taking you from zero to Autonomous Agent Architect across 4 progressive tiers: in-depth technical lessons, modules, and production capstones.

20
Topics
16
Projects
25
Interview Q/A
88h
Study Time
Overall Track Mastery9 of 20 Completed
45%
x
Syllabus & Stage-by-Stage Architecture Pipeline
6 Structured Stages · 5 Labs · 4 Capstones · 100+ Battlecards
Stage 3 to 4 Transition
Showing 20 topics · 9 completed (45%)
01
Foundation Tier·3/6 Completed

Foundation: Nodes & Architecture

Foundations of Autonomous Agents, ReAct Reasoning Loops & Zero-Error JSON Tool Calling

Tier Mastery50%
x
3 topics remaining
Master deterministic workflows vs probabilistic autonomous agent architectures
Build complete ReAct (Reason -> Act -> Observe -> Reflect) loops in Python from scratch
Implement zero-error JSON Schema tool registration and hierarchical memory systems

  • 01
    Production n8n Architecture on Docker & Linux
    Deploy production n8n with Docker Compose, PostgreSQL database, and TLS reverse proxy.
    Critical30 minStudy
  • 02
    Self-Hosting n8n with Docker Compose, PostgreSQL & SSL
    Production container architecture: Docker volumes, Traefik reverse proxy, and environment variables.
    Critical30 minStudy

02
Specialist Tier·3/6 Completed

Enterprise APIs & Queue Scaling

Model Context Protocol (MCP) FastMCP Servers, Claude Computer Use API & Multimodal Vision

Tier Mastery50%
x
3 topics remaining
Develop production FastMCP servers (Python/TS) connecting PostgreSQL and GitHub
Automate OS desktop applications and web portals using Claude Computer Use API
Deploy local open-weight models (DeepSeek-R1, Qwen 2.5) with sub-second SLAs

6 lessons in this tier are reserved for enrolled students. Module names are shown below — enroll to unlock every topic, code example, and Studio exercise inside them.

1
HTTP Request Node & Enterprise APIs
2 topics locked
Locked
2
Queue Mode Scaling with Redis & Workers
2 topics locked
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3
Error Trigger Workflows & Dead-Letter Queues
2 topics locked
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03
Architect Tier·3/8 Completed

Autonomous AI Agents & Custom Nodes

LangGraph State Machines, DeepMind Antigravity Architecture & Multi-Agent Squads

Tier Mastery38%
x
5 topics remaining
Architect cyclic deterministic LangGraph state graphs with branching and checkpoints
Enforce DeepMind Antigravity Planning-First methodology and modular Skills/Rules
Deploy collaborative CrewAI squads and the Hybrid RPA-Agentic Bridge

8 lessons in this tier are reserved for enrolled students. Module names are shown below — enroll to unlock every topic, code example, and Studio exercise inside them.

1
Autonomous AI Agents & Tool Calling
4 topics locked
Locked
2
RAG & Vector Store Orchestration
2 topics locked
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3
Custom Community Node Development
2 topics locked
Locked