Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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What Is Prompt Engineering for Developers? Techniques That Actually Work
Prompt engineering is how you get reliable, structured output from AI models. Here's what works for developers building real production applications.
Replit vs Cursor: Browser-Based Building vs AI-Enhanced Editing
Replit runs entirely in the browser. Cursor enhances your local editor with AI. Here's how they compare for different developer workflows.
Replit vs GitHub Copilot: Full App Building vs Code Suggestions
Replit builds and deploys entire apps. GitHub Copilot suggests code as you type. Here's when each tool makes sense and where each falls short.
Where to Use Seedance 2.0: Content Rules and Tools
Seedance 2.0 is global. Here's how Runway and Dreamina differ on content restrictions, creative partner access, and end-to-end workflow tools for video pros.
Find New Podcasts on Spotify Using Plain-Language AI Prompts
Use Spotify's AI playlist tool to surface podcasts you'd never browse to. Practical prompt examples and tips for getting better episode recommendations.
Supabase vs Firebase: Which Backend Should You Build On?
Supabase and Firebase are popular backend platforms for app developers. Here's how they compare on database, auth, pricing, and open-source flexibility.
Supabase vs PlanetScale: Choosing the Right Managed Database
Supabase and PlanetScale both manage your database so you don't have to. Here's how they compare on SQL support, scaling, pricing, and DX.
Vercel v0 vs Bolt: Generating UIs vs Building Full Apps
Vercel v0 generates React components. Bolt builds full apps. Here's what each tool is actually good at and when to use one over the other.
Vercel v0 vs Lovable: UI Generation vs Full App Building
v0 is a component generator. Lovable is an app builder. Here's how they differ in scope, backend support, and what each is best suited for.
Vercel v0 vs Webflow: Two Very Different Ways to Build for the Web
Vercel v0 generates React components from prompts. Webflow builds visual websites. Here's how they compare and which one fits your use case.
What Is an AI Coding Agent? How They Work and When to Use Them
AI coding agents go beyond autocomplete — they plan, write, and execute code autonomously. Here's how they work and what they're best used for.
What Is Bolt? The AI App Builder Explained
Bolt is an AI-powered app builder that generates frontends from prompts. Here's what it is, how it works, what it builds well, and where it falls short.
What Is GitHub Copilot? AI Pair Programming Explained
GitHub Copilot suggests code as you type inside your editor. Here's what it is, how it works, what models power it, and how useful it actually is.
What Is Lovable? The AI Frontend Builder Explained
Lovable generates web app frontends from natural language prompts. Here's what it is, how it works, and what kinds of projects it's best suited for.
What Is Replit Agent? AI-Assisted App Building in the Browser
Replit Agent builds and deploys apps from prompts inside the Replit IDE. Here's what it can do, how it works, and when it makes sense to use it.
What Is Supabase? The Open-Source Firebase Alternative Explained
Supabase is an open-source backend platform with a Postgres database, auth, and storage. Here's what it is, how it works, and when to use it.
What Is Vercel v0? AI-Powered UI Generation Explained
Vercel v0 generates React components and UI layouts from text prompts. Here's what it is, what it's good at, and where it fits in a dev workflow.
What Is Vibe Coding? The Trend Honestly Assessed
Vibe coding means building apps by prompting AI and iterating on the output. Here's what it actually means, what works, and where it breaks down.
What Is Windsurf? Codeium's AI-Native Code Editor Explained
Windsurf is an AI-native code editor from Codeium. Here's what it is, how it compares to Cursor, and what developers are saying about it.
Windsurf vs Cursor vs Claude Code: Which AI Dev Tool Is Right for You?
A three-way comparison of Windsurf, Cursor, and Claude Code — covering workflow integration, context handling, pricing, and best use cases.
Windsurf vs GitHub Copilot: AI Code Editors Head to Head
Windsurf and GitHub Copilot both bring AI into your editor. Here's how they compare on suggestion quality, context, pricing, and daily use.
What Is the AI Backlash Tipping Point? Why Public Sentiment Toward AI Has Never Been Worse
55% of Americans now believe AI does more harm than good, up 11% in one year. Learn what's driving the AI backlash and what it means for builders.
What Is the AI Management Unbundling Problem? How Routing, Sensemaking, and Accountability Split Apart
AI is automating information routing but can't replace sensemaking or accountability. Learn the three management functions and which AI can actually handle.
What Is the AI Tipping Point in Capabilities? How Claude Mythos Broke the Benchmark Curve
Claude Mythos shows a sudden jump on the Epoch Capabilities Index that breaks the historical trend line. Learn what this means for AI progress and agent design.