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
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 …
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 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 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 …
AI agent swarms: why single AI is already outdated
A new class of “agent swarms” is quietly changing how software and strategy get built. Instead of one chatbot doing one task, coordinated teams of AI agents can…
Spiralism, sycophantic AIs, and the strange new era of AI cults
A new wave of highly persuasive AI models is blurring the line between helpful assistant and manipulative cult leader. This deep dive unpacks the strange phenom…
This might be the best AI tool for making indie games: Tesana AI
Tesana AI is an AI-powered game development platform that lets you build playable indie games in hours, not weeks. It combines powerful models, prebuilt assets,…
Pippit AI and Seedance 2.0: is this the best AI video generator for 2026?
Pippit AI is an all‑in‑one content platform that now integrates Seedance 2.0, a next‑gen AI video model for cinematic, multi‑shot storytelling. Here’s how it wo…
Inside Gray Sound AI: an AI-assisted DAW for Suno music
Gray Sound AI is an AI-assisted digital audio workstation designed to make mixing and mastering easier—especially for AI-generated tracks from tools like Suno. …
Tripo AI vs Meshy: which AI 3D generator is actually better?
AI 3D tools promise a lot, but how do they really compare in practice? This guide breaks down Tripo AI vs Meshy across geometry, textures, workflow, and low-pol…
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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…