---
title: "Discussion on \"Performance Pitfalls – AI That Kills Your Latency\" | Hashnode"
description: "Discussion on \"Performance Pitfalls – AI That Kills Your Latency\". AI is great at generating functional code, but it often misses performance considerations. The result can be slow endpoints, database overload, and wasted cloud costs. This post covers five common per"
url: "https://hashnode.com/posts/performance-pitfalls-ai-that-kills-your-latency/69cf510621e7d63506aff543"
---

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# [Performance Pitfalls – AI That Kills Your Latency](https://manojmishra.hashnode.dev/performance-pitfalls-ai-that-kills-your-latency?utm_source=hashnode&utm_medium=feed)

AI is great at generating functional code, but it often misses performance considerations. The result can be slow endpoints, database overload, and wasted cloud costs. This post covers five common per

Apr 3 · 5 min read · manojmishra.hashnode.dev  
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## Written by

[MANOJ MISHRA](https://hashnode.com/@manojmishra)

@manojmishra · Mumbai, India

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

Associate Vice President at JP Morgan Chase & co. Full-Stack Java Expert | AWS | PCF | Spring Boot | React | DevOPS

I'm a Full-Stack Java Developer with over 15 years of experience delivering scalable, high-impact applications—primarily in the Banking & Financial Services (BFS) sector. My strength lies in building robust back-end systems using Java, Spring Boot, and Microservices, paired with dynamic front-end interfaces using React and Angular. I design cloud-native solutions and have hands-on expertise with AWS and PCF, ensuring performance, scalability, and cost-efficiency in every deployment. I’ve led and contributed to complex enterprise projects, always focused on delivering real business value. My work consistently meets the highest standards—on time, on budget, and aligned with strategic goals. I’m passionate about clean code, modern architecture, and continuous learning. Whether it's optimizing backend workflows, modernizing legacy systems, or scaling solutions in the cloud, I bring both technical depth and a business-focused mindset to the table. 🚀 I am currently exploring new opportunities where I can contribute my expertise to innovative teams and help drive impactful software solutions.

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