Project DIGITS — All Guides
Project DIGITS, now called NVIDIA DGX Spark, is a compact AI supercomputer for developers, researchers, and data scientists who want to prototype, fine-tune, and run large AI models locally.
Guides & Articles
CapCut script to video: complete AI guide for desktop (2026)
Learn how to turn a short script into a fully edited, stock-footage video with AI in CapCut for PC. This step-by-step guide covers script generation, AI voiceov…
Software fundamentals matter more than ever in the age of AI coding
AI can write huge amounts of code, but without solid software fundamentals your codebase quickly turns into unmaintainable chaos. This guide shows how classic p…
12 hard-earned lessons from 5000 hours of building with AI
After thousands of hours building real AI systems, a few patterns become impossible to ignore. These 12 lessons show how to stand out, ship reliable agents, and…
The ultimate local AI coding setup: VS Code + Continue + Gemma 4 (no GPU needed)
Learn how to turn your laptop into a fully local AI coding agent using VS Code, the Continue extension, Ollama, and Gemma 4. This step‑by‑step guide covers mode…
How the best companies really use AI (and why everyone can be a power user)
The top 20% of companies aren’t using AI just to cut costs—they’re using it to reinvent products, workflows, and even business models. Here’s how leaders like R…
How to use the AI Video Studio DaVinci Resolve plugin for cloud and local AI
A new DaVinci Resolve plugin, AI Video Studio, brings text-to-video, image generation, relighting, rotoscoping, 3D tools, and an AI assistant directly into your…
How to run your whole life and business from one folder with Claude
Imagine running your entire life and business from a single folder on your computer, powered by a team of AI agents. This guide breaks down how a local “persona…
Google’s Antigravity 2.0 update forces developers into the AI agent era
Google has turned Antigravity from a familiar AI code editor into a full-blown agent platform—without asking developers first. Here’s what changed, why it broke…
How a 744B-parameter AI model is running on a normal laptop
A 744B-parameter Mixture-of-Experts model, GLM 5.2, is now running on ordinary laptops with no GPU using a tiny C engine called Colibri. Here’s how disk streami…
Is local AI coding actually worth it?
Local AI coding sounds powerful and private, but is it really better than cloud models like Claude or GPT? This guide breaks down hardware needs, speed, quality…
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Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
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Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Scale AI - Scale AI helps enterprises build, test, and improve AI systems with training data, model evaluation, and deployment tool…
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Llama 3.2 - Llama 3.2 is Meta’s open model family for text and vision tasks. It’s built for developers, researchers, and teams that …
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NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…