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Part 5 banner reading Scratch to LangGraph showing a hand-built Python while loop turning into a LangGraph StateGraph for AI agents
Artificial Intelligence
From Scratch to LangGraph: When to Stop Hand-Building Agents
Series: AI Agents from Scratch in Python This is Part 5, the finale. So far: Part 1 made an LLM…
Sukhveer Kaur
Sukhveer Kaur
June 20, 2026
4 min
Beginner

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Artificial Intelligence
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