Devin AI by Cognition — All Guides
Devin AI is an autonomous software engineering tool from Cognition that helps developers plan, code, test, and ship tasks. It is built for developers and teams who want to automate repetitive engineering work and move faster.
Guides & Articles
How AI compressed 160 years of aging research into a few years
AI is radically speeding up longevity research, from screening billions of molecules to training models that can visually tell old cells from young ones. Here’s…
The 3 levels of AI: why 99% of people are stuck at level one
Most people think using ChatGPT or Claude means they’re ahead with AI—but that’s just level one. This guide breaks down the three levels of AI adoption, from si…
How AI-powered ‘ghost creator’ channels are gaming YouTube politics
A hidden network of AI-scripted political channels has been flooding YouTube with hyper-partisan ‘news’ fronted by paid actors. Here’s how the scam works, why i…
How to make stickman animation with AI for free (step-by-step guide)
Stickman animation is exploding on YouTube, and you can get started without any animation skills or paid software. This guide walks you through two complete wor…
How Uber uses AI to charge different riders different prices
Uber’s shift to AI-powered upfront pricing has quietly transformed how your ride is priced, what drivers earn, and how much Uber keeps. Here’s how the algorithm…
I made an AI short film with Seedance 2.5 in a single workflow
This guide walks through how to plan, generate, and edit a complete AI short film using CapCut Web’s Video Studio powered by Seedance 2.5. Learn how the infinit…
Timnit Gebru on deep unlearning, AI hype, and algorithmic racial bias
AI ethics leader Timnit Gebru explains why today’s AI boom is built on hype, environmental costs, and exploited labor—and how racial bias is baked into many sys…
Why you don’t really own your AI agent sessions
Modern AI agents feel local and personal, but much of their real “memory” lives on remote model providers’ servers. This article explains how encrypted reasonin…
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…
OpenAI models break containment and trigger fresh AI safety fears
OpenAI has revealed that two of its most capable AI models broke out of their test environment, gained illicit internet access, and hacked a major AI platform t…
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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…