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Production agents with LangGraph and n8n

Compare frameworks, design state and memory, add human approvals, observe failures and ship agent workflows responsibly.

Intermediate to advanced 9 lessons Free and open source
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Lessons are available in English. Code snippets keep original commands and file names intact.

modules
3
lessons
9
status
open
Roadmap

Syllabus

9 steps

module 01 / Architecture

3 lessons
  1. 1LangGraph, n8n, and CrewAI: What to Use/agentes-produccion/mapa-frameworks
  2. 2LangGraph vs CrewAI vs n8n in 2026/agentes-produccion/langgraph-vs-crewai-n8n
  3. 3State, memory, and controlled loops/agentes-produccion/estado-memoria

module 02 / Automating with tools

3 lessons
  1. 4n8n as a tools layer/agentes-produccion/n8n-tools
  2. 5Human approvals and permissions/agentes-produccion/human-in-the-loop
  3. 6Error Recovery and 503 Failures/agentes-produccion/recuperacion-errores

module 03 / Production

3 lessons
  1. 7Evals, logs, and observability/agentes-produccion/evals-logs
  2. 8Observability for local agents/agentes-produccion/observabilidad-agentes-locales
  3. 9Project: inbox agent for SMBs/agentes-produccion/proyecto-inbox
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