Code Review Practices That Actually Help
After years of reviewing code, here are the practices that make reviews useful—not just a checkbox to tick.
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Articles, tutorials, and insights
Why I Use Docker for Every Side Project
Docker isn't just for production. Here's why I containerize every side project from day one—even when it feels like overkill.
Continue reading: Why I Use Docker for Every Side Project →Building Production AI Systems: Lessons from Real Deployments
Building AI systems that work in production is harder than building prototypes. Here are the lessons I've learned from deploying AI systems at scale: monitoring, error handling, and the things that actually break.
Continue reading: Building Production AI Systems: Lessons from... →RAG vs Fine-Tuning: When to Use Which for Your AI Application
RAG and fine-tuning are two ways to customize AI models, but they solve different problems. Here's when to use RAG, when to fine-tune, and when to use both.
Continue reading: RAG vs Fine-Tuning: When to Use Which for You... →AI Model Compression: Making Large Models Fit on Small Devices
Running large AI models on edge devices requires compression. Quantization, pruning, distillation—here's how to make big models small without losing too much capability.
Continue reading: AI Model Compression: Making Large Models Fit... →The Future of Local AI: Why On-Device Processing Is Winning
Edge AI is becoming the default, not the exception. From smartphones to laptops to IoT devices, AI is moving from the cloud to the device. Here's why this shift is happening and what it means.
Continue reading: The Future of Local AI: Why On-Device Process... →Samsung's Bespoke AI: Real Innovation or Marketing Hype? A Technical Deep Dive
Samsung's Bespoke AI line promises intelligent home automation, but how much is real AI and how much is marketing? Let's dive into the technical details and separate fact from fiction.
Continue reading: Samsung's Bespoke AI: Real Innovation or Mark... →Choosing the Right AI Chip: AMD vs Intel vs Qualcomm for Your Project
The AI chip war is heating up, but which one should you choose? AMD's Ryzen AI 400, Intel's Core Ultra 3, or Qualcomm's Snapdragon X2? Here's a practical guide for developers and builders.
Continue reading: Choosing the Right AI Chip: AMD vs Intel vs Q... →The Apple-Google AI Partnership: What It Means for Developers and Users
Apple partnering with Google for Siri's AI overhaul is a major shift. But what does it actually mean for developers building iOS apps, users relying on Siri, and the broader AI ecosystem?
Continue reading: The Apple-Google AI Partnership: What It Mean... →Building with Physical AI: A Developer's Guide to Nvidia's Cosmos Platform
Nvidia's Physical AI vision is more than just marketing—it's a practical framework for building AI systems that interact with the real world. Here's how developers can actually use Cosmos and simulation-based training.
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CES 2025 is over, and it's time to separate the signal from the noise. What innovations actually matter? What's just marketing hype? Here's my honest take on what we saw.
Continue reading: CES 2025 Wrap-Up: What Actually Matters and W... →CES 2025: Smart Entertainment—LEGO Smart Play and Interactive Media Evolution
CES 2025 showcased the evolution of entertainment: LEGO's Smart Play interactive sets, TVs as art displays, and immersive media experiences. The line between physical and digital is blurring.
Continue reading: CES 2025: Smart Entertainment—LEGO Smart Play... →Let's Turn Ideas into Reality
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