Agentic AI & n8n

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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.

120
Topics
16
Projects
25
Interview Q/A
88h
Study Time
Overall Track Mastery30 of 120 Completed
25%
x
Syllabus & Stage-by-Stage Architecture Pipeline
6 Structured Stages · 5 Labs · 4 Capstones · 100+ Battlecards
Stage 3 to 4 Transition
Showing 120 topics · 30 completed (25%)
01
Foundation Tier·7/28 Completed

Beginner

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

Tier Mastery25%
x
21 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
    The Architectural Shift: Static Control Flow vs Goal-Directed Reasoning
    Understand the fundamental transition from static if-then-else rules to autonomous cognitive loops.
    Critical25 minStudy
  • 02
    Cognitive Architectures: Perception, Deliberation & Action Execution
    Deconstruct the cognitive tri-loop that governs autonomous agent decision-making.
    Critical30 minStudy
  • 03
    Managing Stochastic Outputs & Non-Deterministic Execution Trajectories
    Tame LLM unpredictability using temperature zero, seed pinning, and structured outputs.
    30 minStudy
  • 04
    Decision Matrix: When to Use Traditional Code/RPA vs Autonomous Agents
    Apply a rigorous engineering decision framework to evaluate enterprise automation use cases.
    25 minStudy

02
Specialist Tier·7/28 Completed

Intermediate

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

Tier Mastery25%
x
21 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

28 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
Model Context Protocol (MCP) Enterprise Architecture
4 topics locked
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2
Building Production FastMCP Servers in Python & TypeScript
4 topics locked
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3
Claude Computer Use API & OS GUI Grounding
4 topics locked
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4
Multimodal Agent Perception & Document Intelligence
4 topics locked
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5
Dynamic Planning & Plan-and-Solve Paradigms
4 topics locked
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6
Local LLMs for Enterprise Agent Tool Calling
4 topics locked
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7
Hands-on Lab 2: FastMCP Enterprise Server + Computer Use Bot
4 topics locked
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03
Architect Tier·8/32 Completed

Advanced

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

Tier Mastery25%
x
24 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

32 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
State-Machine Multi-Agent Frameworks (LangGraph)
4 topics locked
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2
Role-Playing Multi-Agent Squads (CrewAI & AutoGen)
4 topics locked
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3
DeepMind Antigravity Architecture: Planning-First Paradigm
4 topics locked
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4
Customization Systems: Skills, Rules & Plugins
4 topics locked
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5
Hierarchical Subagents & Browser Automation Subagents
4 topics locked
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6
Asynchronous Daemons, Cron Schedules & Knowledge Items
4 topics locked
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7
Enterprise Human-in-the-Loop (HITL) Workflows
4 topics locked
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8
The Hybrid RPA-Agentic Bridge (UiPath & Power Automate)
4 topics locked
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04
Master Tier·8/32 Completed

Professional / Job-Ready

Production AgentOps, Docker Sandboxing, Hallucination Guardrails & 4 Enterprise Capstones

Tier Mastery25%
x
24 topics remaining
Trace multi-hop latency and token costs with LangSmith and sandbox code in Docker
Ship 4 end-to-end production capstones: Finance, DevOps SRE, Market Intel, and RPA Bridge
Master 100+ scenario-based architect interview battlecards on state drift and security

32 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
Agent Tracing, Observability & Cost Tracking
4 topics locked
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2
Enterprise Agent Security & Sandboxing
4 topics locked
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3
Output Validation, Guardrails & Hallucination Benchmarks
4 topics locked
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4
Enterprise Capstone 1: Autonomous Financial Reconciliation Agent
4 topics locked
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5
Enterprise Capstone 2: Autonomous DevOps & Incident SRE Triage Bot
4 topics locked
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6
Enterprise Capstone 3: Autonomous Market & SEC Filing Intelligence Agent
4 topics locked
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7
Enterprise Capstone 4: End-to-End Enterprise RPA + Agentic Orchestrator
4 topics locked
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8
Autonomous Systems Architect Interview Battlecards & Enterprise SLAs
4 topics locked
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