Devin AI by Cognition

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 hidden cost of AI coding that’s quietly breaking your engineering team

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

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

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

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-…

I've studied AI risk for 20 years: why we may be closer to disaster than we think

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…

AI and the future of work: threats, opportunities, and what we can do now

AI and the future of work: threats, opportunities, and what we can do now

AI is reshaping work faster than past technological revolutions. Two leading MIT economists explain how it could hollow out jobs, supercharge inequality, or be …

Revisiting Gemini Home Entertainment: cosmic horror, AI, and losing what makes us human

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…

The acceleration is here: how AI agents are already making real scientific discoveries

The acceleration is here: how AI agents are already making real scientific discoveries

Two new Nature papers show AI agents not just summarizing research, but actually proposing, testing, and refining real treatments for cancer, blindness, liver d…

Claude Opus 4.8 is a beast, but its honesty raises big questions

Claude Opus 4.8 is a beast, but its honesty raises big questions

Claude Opus 4.8 is one of the strongest coding and agentic AI models available today, with major upgrades in reliability, long-context reasoning, and workflow t…

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI can make data analysts faster—but it can also quietly erode their skills. This guide shows exactly where AI fits into the analyst workflow, how to prompt it …