Practical AI and web development resources for builders.
Articles on AI-assisted development, MVP scope, React, Node.js and TypeScript for founders, freelancers and developers.
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Latest articles.
Real notes from building, teaching and consulting on web products.
How Solo Founders Can Use AI-Assisted Development Without Building a Mess
A practical workflow for using ChatGPT, Claude Code, Codex and design tools to build faster without losing product clarity.
From Web App Idea to MVP Roadmap: The AI Clarity Framework
Use the AI Clarity Framework to turn a vague app idea into a scoped MVP roadmap, prototype and workflow you can continue using.
The React, TypeScript and Node.js Stack I Recommend for Web App MVPs
A practical MVP stack recommendation: when to use Astro static pages, when to move to a full app and how to avoid overengineering.
How Much Does an MVP Cost in 2025?
Realistic MVP cost breakdown for founders. What affects price, how to scope correctly, and why most MVP budget estimates are wrong before the build starts.
Claude Code Workflows for Web Developers
Practical Claude Code workflows for React and Node.js projects. How to use Claude Code CLI to accelerate development, debug faster and maintain code quality.
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