---
title: "Discussion on \"Using Agentic AI to Detect Architecture Flaws Before Code Is Written\" | Hashnode"
description: "Discussion on \"Using Agentic AI to Detect Architecture Flaws Before Code Is Written\". An insurance policy endorsement case study using machine-readable constraints, architecture graphs, deterministic validation, and traceable architectural trade-offs."
url: "https://hashnode.com/posts/agentic-ai-architecture-flaw-detection/6a63a30d65bef64694f71f1c"
---

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# [Using Agentic AI to Detect Architecture Flaws Before Code Is Written](https://manjushaguntur.hashnode.dev/agentic-ai-architecture-flaw-detection?utm_source=hashnode&utm_medium=feed)

An insurance policy endorsement case study using machine-readable constraints, architecture graphs, deterministic validation, and traceable architectural trade-offs.

Jul 24 · 14 min read · manjushaguntur.hashnode.dev  
Updated Jul 26  
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-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#software-architecture](https://hashnode.com/tag/software-architecture)
-   [#agentic-ai](https://hashnode.com/tag/agentic-ai)
-   [#insurance-technology](https://hashnode.com/tag/insurance-technology)
-   [#system-design](https://hashnode.com/tag/system-design)

## Written by

[Manjusha Guntur](https://hashnode.com/@manjushaguntur)

@manjushaguntur · San Francisco Bay Area

  
[View profile](https://hashnode.com/@manjushaguntur)

Enterprise & Solution Architecture | Agentic AI & AI Engineering | Distributed Systems | Java Platforms

Java Technical Lead and Architect with 15+ years of experience building enterprise applications, distributed systems, and event-driven platforms using Java, Spring Boot, Kafka, cloud technologies, and AI-assisted engineering workflows.

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