📰 Dev.to · Mai Chi Bao

Articles from Dev.to · Mai Chi Bao · 5 articles · Updated every 3 hours · View all reads

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"Your LLM code works... until it doesn’t — especially on someone else’s machine." That was me last month, confidently shipping a prototype only to watch it crumble in different environments. No GPU? Boom. Slight change in model prompt? Silent failure.

Dev.to · Mai Chi Bao 9mo ago

"Your LLM code works... until it doesn’t — especially on someone else’s machine." That was me last month, confidently shipping a prototype only to watch it crumble in different environments. No GPU? Boom. Slight change in model prompt? Silent failure.

🧠 From Prototype to Production: 6 Essential Fixes for Your...

🧠 From Prototype to Production: 6 Essential Fixes for Your LLMService Class 🚀

Dev.to · Mai Chi Bao 9mo ago

🧠 From Prototype to Production: 6 Essential Fixes for Your LLMService Class 🚀

"Your LLM code works... until it doesn’t — especially on someone else’s machine." That was me last...

🚀 Elasticsearch vs. MongoDB: RAM, Speed & Search Accuracy Tested!

Dev.to · Mai Chi Bao 1y ago

🚀 Elasticsearch vs. MongoDB: RAM, Speed & Search Accuracy Tested!

In this post, we will compare ElasticSearch and MongoDB based on their performance, accuracy, and...

🧩 Step-by-Step EC2 Deployment: FastAPI, MongoDB, and NGINX Setup

Dev.to · Mai Chi Bao 1y ago

🧩 Step-by-Step EC2 Deployment: FastAPI, MongoDB, and NGINX Setup

Table of Contents: Key Takeaways Project Overview Setting Up an EC2 Instance What is...

Real-Time Data Processing with MongoDB Change Streams and Python

Dev.to · Mai Chi Bao 1y ago

Real-Time Data Processing with MongoDB Change Streams and Python

Table of Contents: Introduction Getting Started with Change Streams What Happens Without...