Feb 11 · 4 min read · You deploy your FastAPI app to Kubernetes (or ECS).You configure a liveness probe on /health.Everything looks green. Then traffic spikes. Pods start restarting. CrashLoopBackOff. You check logs: No Python exceptions No OOM CPU high, but not maxed ...
Join discussion
Feb 4 · 5 min read · You deploy your FastAPI app. Docker builds successfully.Health checks pass.Traffic starts flowing. Then comes the question every backend engineer eventually asks: “How many workers should I run?” Pick a number too low, and your server sits idle whi...
Join discussion
Jul 21, 2025 · 3 min read · Introduction FastAPI is a modern, fast (high-performance) web framework for building APIs with Python 3.7+ based on standard Python type hints. Whether you're creating a microservice, a full-fledged backend for your application, or just learning mode...
Join discussion
Jul 8, 2025 · 5 min read · Building APIs in Python has never been easier thanks to FastAPI. It’s modern, fast (high-performance), and super-friendly for developers — especially if you're already comfortable with Python. In this guide, we’ll build a practical Product API — noth...
Join discussion
May 20, 2025 · 8 min read · 🚀 Project Overview This article provides a comprehensive guide to the GitHub Actions Self-Hosted ECR Image project, detailing each component, the challenges encountered, and the solutions implemented. The primary goal is to offer readers a thorough ...
Join discussion
Apr 16, 2025 · 2 min read · 📌 Published by Biswarup Naha Recently, I dove into uv, a lightning-fast Python package and environment manager by Astral. What I found was a game-changer—especially for anyone juggling Python environments, CLI tools, or even one-off scripts. Here’s...
Join discussionFeb 6, 2025 · 2 min read · When building web applications or APIs in Python, Flask and FastAPI are two of the most popular choices. But which one should you use? Let’s break it down! 🌟 Flask: The Battle-Tested Classic Flask is a lightweight, flexible micro-framework that has ...
Join discussionJan 24, 2025 · 5 min read · 🖖 Prateek Joshi and Akhil Kalwakurthy As AI engineers building complex machine learning systems, we often face a critical challenge: creating backend infrastructure that's both performant enough for real-time AI processing and maintainable enough fo...
Join discussion
Nov 10, 2024 · 11 min read · FastAPI is a Python web framework for building APIs quickly and easily, and it’s especially great if we want to create apps that need to respond fast to many requests at once. It’s called fast because it helps us code quickly and run apps with high p...
Join discussion
Aug 13, 2024 · 7 min read · Imagine you’re the proud ruler of a kingdom. Not just any kingdom, though—a data kingdom where every brick in the castle represents a piece of information, and your citizens (users) are always hungry for efficient services. As the monarch of this emp...
Join discussion