| OpenSource For YouNovember  2025   Issue 
                    
                    Vol. 14  No. 1
 FocusPopular Simulation Platforms for the Internet of Vehicles
 In these days of traffic congestion and autonomous driving, software that connects pedestrians and vehicles with governing bodies is the need of the hour. Open source simulation platforms for the Internet of Vehicles are enabling just that.
 
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                | Focus How AI is Impacting the Internet of Things
 AI and IoT are complementing each other to build powerful and secure connected devices.
 | Focus Building an IoT Product? Use OpenRemote
 OpenRemote, the open source IoT platform, helps businesses and developers innovate while lowering expenses and enabling complete control over their connected products.
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                Focus TinyML: Building Intelligence at the Edge of the Network
 TinyML is quietly changing what’s possible in IoT. It’s making connected devices faster, more private, and more energy efficient. And thanks to open source frameworks, you don’t need a PhD to get started.
 | Focus Open Source Tools: Helping to Build AI-Powered Edge Intelligence
 As systems grow in complexity and data sizes become unmanageable, it is AI-powered edge intelligence that will help IoT devices perform efficiently. And this technology, not surprisingly, is evolving with the help of a range of open source tools.
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                Focus The Fragile Edge: Chaos Engineering for Reliable IoT
 Chaos engineering is a great way of detecting possible failures in IoT devices. This technology has evolved well for testing cloud failure, but open source communities are still working towards building an efficient chaos engineering toolkit for testing IoT devices.
 | For U & Me - InSight Are You Overlooking the Risks of ‘Open Source AI’?
 Is the gap between perception and reality in ‘Open Source AI’ putting you at risk? The answer may surprise you!
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                For U & Me - InSight Is Hybrid Reasoning the Next Big Thing in Artificial Intelligence?
 By combining the structure of symbolic AI with the flexibility of statistical AI, hybrid reasoning can reduce hallucinations and help AI systems give more accurate and trustworthy answers.
 | For U & Me - InSight Demystifying Quantum Computing
 Learn the fundamentals of quantum computing, including its core principles, how it differs from conventional computing, and its immense potential across industries.
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                For U & Me - InSight Open Source Robotics: Opportunities and Challenges
 Using the open source collaborative model for robotics has a host of advantages. But there are some challenges too.
 | For U & Me - InSight “The AI revolution is here —and you are not too late to join"
 From robot-run hospitals to AI-written code, AI is here, and it is learning faster than most of us can imagine. How can a beginner in this field catch up with this? Abhijeet Desai from HCLTech America drew a roadmap in his engaging session at the EFY Expo in Pune.
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                For U & Me - InSight Building Future-ready AI Hardware with Neuromorphic Computing and Sensing
 If machines could learn and adapt like us, what doors would that open? Neuromorphic systems are not just mimicking the brain, they are setting the stage for AI that learns, senses, and evolves, just like we do.
 | For U & Me - InSight Reducing AI’s Dependence on Powerful GPUs
 The quest is on to reduce AI’s over-dependence on power-hungry and expensive GPUs, to make it more affordable, accessible, and sustainable.
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                Developers - Let's Try Open Source MLOps Tools: Ideal for Managing ML Data Workflows
 MLOps adds automation, organisation and reliability to the machine learning lifecycle. Open source MLOps tools do a great job of helping build a machine learning model, with each tool tackling a distinct challenge.
 | Developers - How To Deploying an AI Application Using Docker Model Runner
 Find out what the recently launched Docker Model Runner is and how to deploy an AI application using it.
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                Developers - InSight SageMath: Implementing Secure Key Exchange
 Discover why public-key cryptography is a powerful mechanism for secure key exchange in this 12th part of the series of articles on SageMath.
 | Developers - InSight What Open Source RAG can do for Modern Enterprises
 Follow this guide to leverage your enterprise data with a self-hosted AI assistant, powered by the semantic search capabilities of open source vector databases.
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                Developers - InSight Harnessing the Power of Vibe Coding
 Vibe coding stands out for its potential to enhance developer productivity and foster creativity. It is a powerful ally that amplifies a developer’s capabilities rather than replacing them. Organisations should leverage it to boost their programming efficiency.
 | Admin - InSight Booting in Linux: Legacy BIOS versus UEFI
 Modern Linux distributions prefer the UEFI booting process over legacy BIOS booting. Let’s find out why.
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                Admin - InSight Warning! Engineered Linux Malware can Bypass Next-Gen Anti-Virus Solutions
 Here’s a quick demo of how anti-virus solutions let engineered Linux malware enter a protected system. The solution: build your own tools to test the security of the network and don’t rely solely on automated anti-virus solutions.
 | Admin - Let's Try Crossplane: Simplifying the Management of Cloud Infrastructure
 Crossplane is an invaluable asset for developers and IT professionals, as it offers a Kubernetes-centric approach to provisioning and monitoring cloud resources. Let’s explore its benefits.
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                Admin - Let's Try Deploy AI Applications Easily with Docker Offload
 Docker Offload, a fully managed service offered by Docker, supports GPU acceleration and helps run compute intensive AI workloads seamlessly.
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