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
The four types of memory every AI agent needs
AI agents don’t just need bigger context windows—they need different kinds of memory. This guide breaks down the four core memory types inspired by human cognit…
The hidden cost of AI coding that’s quietly breaking your engineering team
AI coding tools can make you feel faster, but they may be quietly destroying code comprehension, security, and career growth on your team. Here’s how to spot th…
Why Anil Seth thinks today’s AI will never be conscious
Neuroscientist Anil Seth argues that intelligence and consciousness are fundamentally different — and that today’s silicon-based AI is extremely unlikely to eve…
How to build a self-improving AI second brain in Claude
Learn how to turn Claude into a personal librarian that builds, maintains, and audits your own AI-powered knowledge base. No Obsidian, no databases, and no code…
The rise of AI gadgets is happening now
AI is rapidly moving off our screens and into physical products we can wear, hold, and live with every day. From smart glasses and neural wristbands to AI note-…
How AI could end humanity in the next 10 years
Some of the world’s leading AI safety researchers now say there’s a double‑digit chance advanced AI could push humanity toward extinction by 2036. This article …
I've studied AI risk for 20 years: why we may be closer to disaster than we think
A longtime AI safety researcher warns that as AI systems race toward superintelligence, our ability to keep them under control is falling behind. Here’s what co…
How to think about AI doom, debates, and real risks
This article unpacks a long-form conversation about AI doom, debate culture, and how to reason about extinction risk. It covers P(doom), why arguments from prom…
Revisiting Gemini Home Entertainment: cosmic horror, AI, and losing what makes us human
Gemini Home Entertainment looks like a stack of old educational VHS tapes, but underneath is a terrifying story about an alien intelligence, corrupted AI, and t…
Why two AI labs could soon control most of the world’s compute
Over the next few years, a huge share of the world’s new computing power is likely to flow into just two frontier AI labs. This article explains how that happen…
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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…