Double-Checked Locking, The Pattern That Saves Performance
by In the early years of my career, when I first encountered double-checked locking in code, I thought it was a redundant code line checking same …
Generating And Visualizing GeoTIFF with Python and Leaflet
Assume we have a collection of soil-moisture measurements from a farm. Each measurement has a decimal moisture value, latitude, longitude, and sample time. We want …
FastAPI + SQLAlchemy Best Practices
Most long-term problems, both in development and in production come from rushed model design, scattered logics, and patterns that feel convenient at first but become …
Resilient Asynchronous Job Processing Automation System with RabbitMQ and Python
Let’s imagine a very common problem. A user clicks a button in our app to generate a report, process a video, run an AI model, …
AI / Computer Science / LLM / Machine Learning / Python
Understanding RAG, Agentic AI, and MCP By a Real-World AI Assistant Example
After working with Large Language Models (LLMs), I was amazed by their reasoning power, but what really excited me was making LLM even more useful …
c++ / Computer Science / Programming / Python
Speed Up Python With C Functions
Last weekend, I spent some time exploring how to plug C into Python, how it works, and how much it can speed up things. So …
Azure Cloud / CI/CD / Devops / Programming / Python
Solving Azure Blob Trigger Delays by Switching to Event Grid
About a year ago, I set up an Azure Function App that would fire whenever a file was uploaded to a specific container in Blob …
Make Python API Calls a Breeze with dequest Declarative Client
Making HTTP requests in Python often involves repetitive code for handling parameters, authentication, retries, and error handling. In modern applications, making HTTP requests reliably is …
Design Patterns I use in External API Integration in Python
When we are building systems that interact with external services like payment gateways, cloud storages, or notification systems, I think it’s essential to support different …
Computer Science / Go / Programming / Python
Python’s Protocol vs. Golang’s interface: Are They Siblings?
Python introduced Protocol in PEP 544 (Python Enhancement Proposal) and officially added it in Python 3.8. If you’re coming from a Golang background and diving …