Agentic Workflow

Workflow yang dijalankan oleh AI agent secara otonom, biasanya multi-langkah. Berbeda dengan one-shot prompt: agent plan → execute → reflect → iterate.

Agentic workflow: plan → tool use → reflect → iterate. Tools: LangGraph (LangChain), AutoGen (Microsoft), CrewAI, DSPy, Temporal. Pattern: ReAct, Plan-and-Execute, Reflexion.

Also known as: alur kerja agen
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Agentic Workflow

Definisi

Agentic workflow adalah alur kerja multi-langkah yang dijalankan AI agent secara otonom, dengan kemampuan untuk merencanakan, menggunakan tool, mengevaluasi hasil, dan iterasi.

Pola

  • ReAct (Reason + Act) — reasoning + tool interleaved
  • Plan-and-Execute — plan dulu, lalu eksekusi
  • Reflexion — reflect on failures, retry
  • Multi-agent — beberapa agent berkolaborasi (CrewAI)

Framework

  • LangGraph — graph-based workflows
  • AutoGen (Microsoft) — multi-agent conversation
  • CrewAI — role-based agents
  • DSPy — programmatic prompt optimization
  • Temporal — durable execution

Connected to

Not yet written

The following pages are referenced but don't exist yet — they'd make good future additions.

  • /concepts/agentic-ai

References

  1. Wikipedia

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