---
title: "Manjusha Guntur (@manjushaguntur) | Hashnode"
description: "Enterprise & Solution Architecture | Agentic AI & AI Engineering | Distributed Systems | Java Platforms"
url: "https://hashnode.com/@manjushaguntur"
---

@manjushaguntur

# Manjusha Guntur

@manjushaguntur · San Francisco Bay Area · Joined July 2026

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

### [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.

14 min read · [manjushaguntur.hashnode.dev](https://manjushaguntur.hashnode.dev/agentic-ai-architecture-flaw-detection?utm_source=hashnode&utm_medium=feed)

[Jul 24](https://hashnode.com/posts/agentic-ai-architecture-flaw-detection/6a63a30d65bef64694f71f1c)

### [From Requirement to Release: Building an AI Software Engineering Platform for Event-Driven Systems](https://manjushaguntur.hashnode.dev/ai-native-software-engineering-platform?utm_source=hashnode&utm_medium=feed)

Designing an AI-orchestrated engineering platform that transforms business requirements into production-ready event-driven systems through autonomous engineering workflows, deterministic validation, and governed release orchestration.

17 min read · [manjushaguntur.hashnode.dev](https://manjushaguntur.hashnode.dev/ai-native-software-engineering-platform?utm_source=hashnode&utm_medium=feed)

[Jul 14](https://hashnode.com/posts/ai-native-software-engineering-platform/6a565ab32c8757233e12a786)