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OpenSource For You
November 2026 Issue
Vol. 15 No. 1
Focus
Breaking the Silos: How Open Standards Enable IoT Interoperability
To be truly interoperable on a large scale, IoT devices must communicate using open standards. Else, their utility will be restricted to small islands of connectivity.
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Focus
Kubernetes at the Edge: From Cloud Native to Resource-Constrained Devices
The interesting thing about Kubernetes at the edge is that it reflects a broader change in how we think about infrastructure.
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Building Lightweight AI Agents for Edge Computing
Lightweight AI models are making it possible to run intelligent applications directly on local devices. LangChain, Gemma and PaliGemma simplify AI agent development for edge omputing while reducing reliance on cloud infrastructure. |
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Focus
Zero Trust Module for IoT
It’s critical to build Zero Trust into IoT networks and replace outdated trust models. ns-3 simulations help safeguard vulnerable smart devices.
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IoT Security Frameworks: Facilitating Device Authentication and Data Encryption
Open source IoT security frameworks are great at identifying devices and keeping the conversation between them private. It helps that their code is public and free to use. | | |
Focus
Open Horizon: Enabling Efficient Edge Computing for IoT
Discover why Open Horizon is so useful for IoT edge computing, check its features, learn how to install it; and build, deploy and interact with your first Open Horizon service.
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Building an Open Source Edge AI Platform: From Device to Distributed Intelligence
Scaling edge AI devices comes with a host of challenges. The job must be done correctly and with caution | | |
Focus
Creating Cutting-Edge IoT Devices with the ESP32 C3 Super Mini Board
The ESP32 C3 Super Mini board is a smaller but powerful alternative to the Raspberry Pi Pico boards. The MicroPython code presented in this handson guide on the ESP32 C3 board (and its interfacing with real world sensors) also works on the Pi Pico board. Everything has been tested on an Ubuntu LTS laptop with a Docker engine installed on it.
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Scaling Open Source IoT Across Supply Chains and Retail
A field guide to the AInative tool stack, the discipline that outlasts it, and the AI-quantum wave behind it. | | |
Open Source India 2026 Highlights
Open Source India 2026: The Ever-Growing Open Source Ecosystem in India and Beyond
Here’s a visual snapshot of the highlights from the 23rd edition of Open Source India (OSI), the flagship gathering for developers, hackers, and open source innovators in Bengaluru.
| For U & Me-Interview
“Syntax knowledge offers limited value today—cognitive flexibility matters far more”
From self-taught open source contributor to Developer Evangelist at Twilio, Kaustav Das Modak shares his perspective with Niraj Sahay and Jiya Jay Singh from OSFY on the shift towards AI-driven software development, managing cognitive debt, and why open source philosophy remains the core engine of modern tech innovation. | | |
For U & Me-Insight
The Convergence of Quantum Computing and Physical AI
Industry can benefit immensely with quantum computing and Physical AI working together. That’s what the tech is working towards.
| For U & Me-Insight
Quantum Computing Unlocked
Quantum computing is poised to revolutionise industries by finding solutions to challenges once deemed intractable. | | |
Developers - Overview
Ensuring Secure and Responsible AI with SAIF
The Secure AI Framework (SAIF) gives organisations a practical foundation for building secure and governable AI systems
| Developers - Let's Try
Mastering Distributed System Debugging: A Guide for Modern Engineers
Traditional distributed system debugging done using core visibility tools is going through
massive changes with the introduction of AI. | | |
Developers - InSight
Quantum Computing: Hadamard and the Art of Cancellation
In this sixth article in the series on quantum computing, we take a close look at the Hadamard operator, learn what a basis really is, and discover that the true engine of quantum computing is not parallelism but interference
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