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// GLAD LABS · ARCHIVE
The archive.
Every article we've published. In-depth dives across AI, hardware, and the edges where they meet.
The $100 Billion Race: How Google's Edge AI Play Changes Everything
The global cloud infrastructure market has long been defined by a simple, unspoken battle: who can store the most data and process the most transactions? For years, Amazon Web Services (AWS) has held...
The Offline Revolution: Why Local LLMs Are the Backbone of 2026 Development
For the past few years, the narrative surrounding Artificial Intelligence has been dominated by access. The conversation centered on API keys, token limits, and the convenience of calling an endpoint...
The AI-First Freelancer: Building a Profitable Tech Stack in 2026
For years, the standard workflow for a freelancer involved pasting a prompt into a web browser and hoping for the best. Whether it was generating boilerplate code, drafting marketing copy, or...
The Steam Engine of the 21st Century: Why Custom Water Cooling Might Be Your Best Investment
Air cooling chokes under sustained AI loads. Custom water cooling sounds like enthusiast theater — but the thermodynamics, the TCO, and the math of thermal throttling all keep nudging serious operators toward a closed loop. Here is when the leak risk is actually worth the loop.
The 70B Threshold: How the RTX 5090 Rewrites the Home Lab Equation
How RTX 5090 changes the calculus for running 70B models at home. - **The Quality Gap:** Why moving from 8B parameter models to 70B parameter models fun...
The Fine-Tuning Trap: What the Math Doesn't Tell You About Custom AI Models
Custom fine-tuned LLMs come with hidden costs beyond compute — data labeling, drift monitoring, and loss of generalization. When RAG or prompt engineering is the better fit.
The Amplifier Effect: Why AI Multiplies Bad Engineering as Fast as Good
AI amplifies existing practices — it doesn't fix them. Teams with strong engineering fundamentals become force multipliers. Teams without them find bugs, tech debt, and architectural drift compound faster. A look at why AI doesn't level the field.
Beyond Autocomplete: Navigating the Landscape of AI Coding Assistants in 2026
Top 15 AI Coding Assistant Tools to Try in 2026. * Understand the evolving categories of AI coding assistants beyond simple code completion. * Identify ...