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OpenSource For You
January 2026 Issue
Vol. 14 No. 3
Focus
Python Tricks Every Developer Should Know
Explore the essential Python tricks you must know in 2026! The concepts discussed here will elevate your coding style while practical examples will reinforce your understanding of Python.
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Focus
DuckDB: Speeding Up In-Process Analytics with Python
DuckDB is a high-performance, easy-to-integrate solution that fills the gap between lightweight embedded databases and full-scale data warehouses. It is easy to install and set up, flexible, and works well with data analysis pipelines that use Python.
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A Peek at Python’s Prowess in AI/ML Application Development
Constant evolution in the Python programming language has made it a coveted language for AI / ML application development |
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Focus
Lux: Excellence in Data Analysis and Visualisation
Data is sacred in today’s world, and Python libraries like Lux make data analysis and visualisation so much easier.
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Designing and Simulation of Circuits with Python and Generative AI
With the help of generative AI, Python libraries like SchemDraw, ngpsice and pandapower are simplifying the design and simulation of electrical and electronic circuits for research. | | |
Focus
What Developers Must Know About Python 3.13 and 3.14
Python is remarkable in the way it’s evolving with the times. Here’s a peek into the new features of Python 3.13 and 3.14, highlighting their real-world impact.
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Data Engineering: Keeping Pace with Python in the AI Era
Organisations must leverage Python’s growing capabilities, alongside open source technologies, to design data and AI platforms for 2026 and beyond. Innovations on the horizon will reshape this landscape in the coming years. | | |
Developers - InSight
Quantum Programming: Speaking the Language of Qubits
Quantum software tools are evolving and will soon make quantum computing easily accessible. With tools like Qiskit and Cirq, anyone can begin exploring the quantum world, experiment with algorithms, and contribute to a rapidly evolving field.
| Developers - Let's Try
Kubernetes vs Docker Swarm: Choosing the Right Orchestration Tool
This overview of the differences between Kubernetes and Docker Swarm will help DevOps developers determine the right container orchestration tool for their project. | | |
Developers - Let's Try
A Hands-On Guide to Silex: Building Static Sites Visually
This guide will show you how to use Silex’s visual editor to go from a blank canvas to a ready-to-publish static site, all built on clean HTML and CSS standards.
| Developers - Let's Try
Improving Microservices Performance with Django
Django, along with other open source tools like Redis, PostgreSQL, Celery and NGINX, helps address the challenges of request overhead and latency in microservices architecture. | | |
Developers - How To
Building a GenAI Chatbot for Enterprise Data
This step-by-step implementation of a genAI-based enterprise chatbot uses various open source frameworks
and Python packages.
| Developers - InSight
SageMath: One Last Tango with Cybersecurity
In the previous article in this series (published in the November 2025 issue of OSFY), we had a detailed discussion on secure key exchange and how the Diffie–Hellman key exchange scheme can be implemented using SageMath. As promised, in this article we will discuss digital signatures, hashing, and message authentication. | | |
Developers - InSight
How AI has Transformed Coding
The journey from writing code manually to being assisted by AI today has been long and complex, and some issues still need to be addressed. But when used the right way, the benefits AI brings to the developer world are astounding.
| Developers - How To
Building a Real-Time Grocery Price Comparison System
This real-time grocery price comparison system has been designed for leading Indian e-commerce platforms. Built on microservices architecture, the system leverages FastAPI for backend services and Selenium for dynamic web scraping to deliver accurate, up-to-date pricing data. | | |
Admin - Let's Try
The Role of Generative AI in the AWS Database Migration Service
The integration of generative AI in the AWS Database Migration Service enhances schema conversion, making data migrations more accurate, speedy, and efficient.
| For U & Me - Let's Try
Bringing Linux Power to Windows by Building Custom Commands
This brief tutorial will help you build Python versions of two vital Linux commands—Is and grep. | | |
For U & Me - Let's Try
Manim: Creating Dynamic Visual Animations
Learn about how Manim, a Python library, converts code into captivating animations, and why it has become the preferred choice for educators, developers, and content creators worldwide.
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