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Agents and automation

Learn subagents, tools, memory, MCP, retries and automation loops for real workflows on your own machine.

Intermediate to advanced 19 lessons Free and open source
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Lessons are available in English. Code snippets keep original commands and file names intact.

modules
4
lessons
19
status
open
Roadmap

Syllabus

19 steps

module 01 / Foundations

3 lessons
  1. 1A real map of agents in 2026/agentes-automatizacion/mapa
  2. 2Subagents with Roles and Limits/agentes-automatizacion/subagentes
  3. 3Building an R-style agent CLI/agentes-automatizacion/crear-cli-tipo-r

module 02 / Controlled automation

5 lessons
  1. 4Hooks: Deterministic Automation/agentes-automatizacion/hooks
  2. 5Secure and auditable skills/agentes-automatizacion/skills-seguras
  3. 6MCP without giving away your keys/agentes-automatizacion/mcp-seguro
  4. 7MCP for Local Tools/agentes-automatizacion/mcp-herramientas-locales
  5. 8Create a Custom MCP Server/agentes-automatizacion/servidor-mcp-custom

module 03 / From laptop to production

3 lessons
  1. 9GitHub Actions and Routines/agentes-automatizacion/github-routines
  2. 10Project: 24/7 agent with inbox/agentes-automatizacion/agente-247
  3. 1124/7 offline agents on real hardware/agentes-automatizacion/agentes-247-hardware-real

module 04 / Production failures

8 lessons
  1. 12OOM and memory management/agentes-automatizacion/oom-memory
  2. 13Retries, idempotency, and exactly-once/agentes-automatizacion/retry-idempotencia
  3. 14Persistent State and Crash Recovery/agentes-automatizacion/estado-recuperacion
  4. 15Infinite Loops and Cost Control/agentes-automatizacion/loops-costes
  5. 16Local Multi-Agents, Memory, and Loops/agentes-automatizacion/multiagentes-locales-loops
  6. 17Shared Persistent Memory/agentes-automatizacion/memoria-persistente-compartida
  7. 18MCP Verification Before Merge/agentes-automatizacion/mcp-verificacion
  8. 19MCP Governance and Reliable Knowledge/agentes-automatizacion/mcp-governance
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