Matt Layman • 8/14/2025

Detecting Code Vulnerabilities Using Python with AI and LLMs

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This article explores building a system to detect code vulnerabilities using Python, AI, and Large Language Models (LLMs). It details a workflow constructed with LangGraph, incorporating a human-in-the-loop (HITL) component to involve people in the process. The discussion also covers the challenges of scaling such a system and the associated costs.

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Detecting Code Vulnerabilities Using Python with AI and LLMs

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