A recommendation engine matching questions to articles and videos

🔍 How to Build a Simple Question Recommendation Engine from Articles and Videos

Ever watched a YouTube video or read an article and thought — “what are the key questions I should be asking about this topic?” Or maybe you have a large collection of content and want to automatically surface the most relevant questions for any given input. That’s exactly what a recommendation engine for questions does. And it’s simpler to build than you think. This guide walks through the concept and a working Python implementation — no machine learning background required. ...

July 17, 2026 · Updated: July 19, 2026 · 6 min · Prateep Gedupudi
Google Gemma 4 running locally on a MacBook using Ollama

🧠 Run Google's Gemma 4 AI Completely Offline on Your MacBook with Ollama

What if you could run a powerful AI model on your laptop without an internet connection, without paying for API credits, and without sending a single byte of your data to the cloud? With Google’s Gemma 4 and a tool called Ollama, that’s exactly what you can do — even on a modest 8GB RAM machine. This guide walks you through the complete setup: installing Ollama, pulling the Gemma 4 model, and running it entirely offline on your MacBook. ...

July 17, 2026 · Updated: July 19, 2026 · 4 min · Prateep Gedupudi
Grenaro Type-C to Lightning OTG Adapter

🔌 Grenaro Type-C to Lightning Adapter: Buy from the Right Place

If you own a DJI Mic Mini and an iPhone with a Lightning port, there’s one small accessory that makes the whole setup work: the Grenaro Type-C to Lightning OTG Adapter. It’s a compact, no-fuss connector — but where you buy it makes a surprisingly big difference. 🎙️ What Does This Adapter Actually Do? The DJI Mic Mini receiver ships with a USB-C connector. That works perfectly for Android phones, newer iPhones (iPhone 15 and above), and iPads with USB-C. But if you’re using an older iPhone or iPad that still has a Lightning port — think iPhone 14, 13, 12, 11, or any iPad with Lightning — you need this adapter to bridge the gap. ...

July 17, 2026 · Updated: July 18, 2026 · 3 min · Prateep Gedupudi
A developer working with the Kiro AI IDE on a modern laptop.

⚡ How to Use Kiro AI for Faster Development

The days of AI just autocompleting your code are fading fast. A new generation of tools is emerging that doesn’t just help you write code — it understands what you’re trying to build and drives the entire development process from idea to implementation. Kiro, Amazon’s AI-powered IDE, is one of the most capable tools in this new wave. If you’ve been curious about Kiro but aren’t sure where to start, this guide walks you through the key features and how to use them to ship faster without sacrificing quality. ...

July 17, 2026 · Updated: July 17, 2026 · 6 min · Prateep Gedupudi
An illustration of cloud development with Gemini CLI.

☁️ Gemini CLI in the Cloud: Secure and Isolated Development with Codespaces/Gitpod

When you’re building things with AI, it’s important to have a safe and separate place to do your work. The Gemini CLI has a “sandbox” feature that helps with this on your own computer. But you can make it even safer and more convenient by using it with cloud-based development environments like GitHub Codespaces and Gitpod. Why Use the Cloud for the Gemini CLI? Cloud development environments are like having a fresh, ready-to-use computer in the cloud that you can start using in seconds. When you use them with the Gemini CLI, you get some great benefits: ...

September 3, 2025 · Updated: September 8, 2025 · 5 min · Prateep Gedupudi