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Courses/Agents and automation/A real map of agents in 2026

A real map of agents in 2026

A useful agent is not a chat with a fancy name. It is a system with a goal, tools, permissions, minimal memory, verification, and a clear way to stop.

  • Distinguish skills, subagents, hooks, MCP, loops, and external automations.
  • Choose the right piece based on context, risk, and repetition.
  • Design agents that do not get stuck in loops or act without control.

Practical taxonomy

  • CLAUDE.md: project rules always in context.
  • Skill: reusable procedure that activates when needed.
  • Subagent: specialist with separate context and tools.
  • Hook: deterministic action before or after a tool.
  • MCP: connection to external services such as GitHub, databases, or a browser.
  • Loop or scheduled task: repeated execution with an exit condition.
  • GitHub Actions: declarative automation for CI, tests, and deployments.
TerminalCode
necesidad: "revisar PRs cada mañana"
decision:
  conocimiento_del_proyecto: CLAUDE.md
  checklist_reutilizable: skill code-review
  verificacion_aislada: subagente reviewer
  reglas_obligatorias: hook pre/post tool
  integracion_externa: GitHub MCP o gh CLI
  programacion: GitHub Actions o tarea programada
limites:
  no_merge_automatico: true
  publicar_solo_comentarios: true
  parar_si_no_hay_tests: true