Stop Building Unsafe AI Agents. (The Human-in-the-Loop Pattern)
Автор: ByteBuilder
Загружено: 2025-12-25
Просмотров: 60
Fully autonomous agents are dangerous in production. If your AI hallucinates a database delete command, a linear script will execute it before you can blink. To build real products, you need a "Human Approval" layer.
In this video, we move from simple loops to robust state machines. We use LangGraph to implement the Checkpoint Pattern—persisting agent memory, interrupting execution before sensitive actions, and resuming seamlessly after human approval.
What We Build:
Architecture: Breaking the linear "Reasoning - Action" loop.
Persistence: Using MemorySaver to store agent state - the stack frame.
Safety Valves: Implementing interrupt_before to freeze execution.
Resumption: Waking up the graph with thread_id to finish the job.
💻 Code Repository: https://github.com/ByteBuilderLabs/AI...
#langgraph #aiagents #python #langchain #softwareengineering
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