Python
11 articles tagged with python.
Geopolitical Risk Isn't One Thing. I Built a Python Framework to Prove It
On April 3, 2025, the US announced sweeping tariffs on Chinese imports. SPY dropped 4.8% that day. The next day, it dropped another 6%. Financial news ran the usual headline: markets rattled by geopol
Why I still teach Singleton even though modules make it redundant
Ask any developer what design pattern they know best and Singleton comes up first. Ask the same group...
Heterogeneous Pythonic language in your pocket
Hello everyone 👋, I am Amr Hesham, and I am very passionate about Compilers, Languages, and building...
Google Antigravity SDK: The developer guide
The Google Antigravity SDK is a Python framework for building and running autonomous agents. It...
How to Automate PDF Data Extraction Using Python
PDFs are still one of the most widely used document formats in business. Financial reports, invoices, contracts, compliance filings, and operational documents are often shared as PDFs because they pre
How to Use Bash & Python for Real DevOps Automation – Full Handbook with 5 Production Use Cases
Automation scripts often validate process completion instead of system health. A Kubernetes pod can be running while the application inside it can't authenticate to the database. A Terraform deploymen
How to Clean Time Series Data in Python
Real-world time series data is rarely clean. Sensors drop out, systems clock-drift, pipelines duplicate records, and manual data entry introduces mistakes. By the time a dataset reaches your notebook,
How to Build a Calculator with Tkinter in Python
In this tutorial, you'll learn how to create a simple arithmetic calculator in Python with Tkinter. The project will be one of your first steps towards building an actual GUI in Python. This is a hand
How to Build an Autonomous OSINT Agent in Python Using Claude's Tool Use API
When I started studying OSINT, I always felt I was just putting random values into software without deeply understanding what I was doing. After months in the field, I realized I wasn't really investi
How to Build a Live Options Database in Python – A Complete Guide
Live options analytics change constantly. Implied volatility shifts, Greeks drift, and the shape of the surface can look different even a few minutes later. But a lot of teams still treat these number
How to Build a Market Research Copilot with MCP and Python [Full Handbook]
Most financial AI tools are good at one thing: summarizing a stock. You ask about Apple, NVIDIA, or Tesla, and they give you a clean overview of price action, a few ratios, and maybe some company cont