-
I Built a Self-Hosted Home Server on My MacBook Pro M5 Pro: Photos, Movies, Documents & Tools Integrated with Local AI
Read This Post: I Built a Self-Hosted Home Server on My MacBook Pro M5 Pro: Photos, Movies, Documents & Tools Integrated with Local AIWhy I Built This I wanted my photos, movies, documents, and passwords to live on my own hardware instead of being spread across five subscriptions. I also wanted AI to help organize my paperwork without sending my bank statements to someone else’s cloud. This guide is how I set up these self-hosted tools, with local AI, on my 24 GB MacBook Pro…
-
Running a 235-Billion Parameter AI on Apple Silicon: A Beginner’s Guide to TurboQuant-MLX
Read This Post: Running a 235-Billion Parameter AI on Apple Silicon: A Beginner’s Guide to TurboQuant-MLXThere is a quiet revolution happening on Apple Silicon and it is not happening in San Francisco or Bangalore. It is happening right on your desk, inside a MacBook (any Chip like Pro with an M5 Pro chip and 24 GB of unified memory). A few years ago, running a model with 235 billion parameters,…
-
Your Laptop should match your Workload, Not Marketing: A practical guide for Developers
Read This Post: Your Laptop should match your Workload, Not Marketing: A practical guide for DevelopersA colleague recently asked me for advice on buying a new laptop. They had a decent budget but were confused by the sheer number of options. Processors, RAM, NPUs, GPUs, the list goes on. What makes it harder is that the right laptop depends entirely on what kind of work you do. A machine perfect…
-
Running Large Language Models on your Mac: A practical guide to MLX, oMLX and MTPLX
Read This Post: Running Large Language Models on your Mac: A practical guide to MLX, oMLX and MTPLXIntroduction If you own a MacBook Pro with Apple Silicon (M1 through M5 generation), you already have hardware specifically designed for machine learning. The challenge is finding the right software to unlock its potential. This guide covers three tools that form a natural progression: Tool Purpose Best For MLX Core framework by Apple Research Experimentation…
-
NVIDIA Offers Free Access to 80+ AI Models for Builders, No Credit Card Required
Read This Post: NVIDIA Offers Free Access to 80+ AI Models for Builders, No Credit Card RequiredIf you’re building with AI in 2026 and still burning through paid API credits just to test ideas, there’s a better way. NVIDIA’s build.nvidia.com is handing out free access to over 80 AI models: no credit card, no subscription, just sign up with your NVIDIA account and grab an API key. We’re talking real models here: MiniMax…
-
Stop Guessing, Download Smarter, Run Faster: llmfit helps you pick the right LLMs your hardware can handle
Read This Post: Stop Guessing, Download Smarter, Run Faster: llmfit helps you pick the right LLMs your hardware can handleYou find a powerful AI model online via HuggingFace or any. You download it, excited to try it out… and then your system slows to a crawl or worse, freezes completely. The problem isn’t the model. It’s knowing whether your machine can actually run it. llmfit solves this. One command shows exactly what works on…
-
Running Google’s Gemma 4 Locally with llama-server
Read This Post: Running Google’s Gemma 4 Locally with llama-serverGoogle’s Gemma 4 represents a significant leap forward in open-source AI models. Released in April 2026 under the permissive Apache 2.0 license, this family of models brings frontier-level reasoning capabilities directly to your local machine (yahoo.com). Built on the same foundational research as Gemini 3, Gemma 4 is specifically designed to run efficiently on consumer…
-
I Turned My 24GB MacBook M5 Pro into a Personal AI Server and What I use it from My Official Laptop over an Encrypted Tunnel
Read This Post: I Turned My 24GB MacBook M5 Pro into a Personal AI Server and What I use it from My Official Laptop over an Encrypted TunnelNo cloud. No monthly bills. No API keys. Just my Mac running AI models and my Dell laptop using them from anywhere, like they’re sitting right on the same desk. The Problem Every Developer Hits Eventually Here is a scenario most developers and students will recognize. You have a powerful machine. In my case, a…
-
Goodbye 2025, Hello to Smarter 2026!
Read This Post: Goodbye 2025, Hello to Smarter 2026!2025 disappeared faster than a KSRTC bus just as you start running toward the stop. This year was a whirlwind of new AI tools, unexpected challenges, and late-night debugging marathons. At some point my browser history became a museum of panic learning: And yet… 2025 became the most transformative, fulfilling, and downright proud year of…
-
I tried Google Antigravity: Is it the VSCode Killer?
Read This Post: I tried Google Antigravity: Is it the VSCode Killer?Google’s new AI-native editor Antigravity launched quietly with the Gemini 3 release, and I downloaded it immediately. This is my first-impression walk-through from onboarding to generating a complete project automatically. Welcome to Antigravity You can download/install it from: https://antigravity.google The very first screen after installation: Clean. Minimal. Slightly mysterious.This “Let’s get you set up” screen immediately feels…
