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Notes

The blog.

Guides, tutorials, and build notes from shipping production sites with AI Web Launcher.

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Harness engineering for Next.js: the scaffolding that lets AI build your app
GuidesProduct

Harness engineering for Next.js: the scaffolding that lets AI build your app

Agents don't fail your Next.js project because the model is weak. They fail because nothing around the model knows your conventions. That scaffolding is the harness, and it's the real work.

· 5 min readRead more
Loop engineering with Next.js: the agent loop that verifies its own routes
GuidesProduct

Loop engineering with Next.js: the agent loop that verifies its own routes

The same loop everyone's hyping, wired for Next.js, with the verifier that stops it shipping a broken route.

· 5 min readRead more
Why the workflow is the product, not the generated code.
ProductGuides

Why the workflow is the product, not the code

AI made writing code cheap. The value moved to the workflow that keeps an AI agent on spec. Here is why the workflow is the product, not the code it generates.

· 5 min readRead more
Why vibe coding doesn't scale past a v1, and what to build instead.
GuidesProduct

Vibe coding doesn't scale past v1: build a real codebase

Vibe coding doesn't scale past v1. Here is why v0, Lovable, and Bolt hit a ceiling, and how starting from a tech-lead-grade Next.js codebase keeps you fast and hireable.

· 5 min readRead more
How to build a website with Claude Code, step by step.
Guides

How to build a website with Claude Code, end to end

How to build a website with Claude Code: a 9-step workflow from idea to deployed Next.js site, where each step writes a file the next agent step reads.

· 5 min readRead more
ShipFast alternative: the AI Web Launcher Next.js boilerplate.
ProductGuides

ShipFast alternative: a shadcn + Supabase Next.js boilerplate at €99

Looking for a ShipFast alternative? AI Web Launcher is a €99 Next.js 15 boilerplate on Tailwind 4, shadcn/ui and Supabase, built around a 9-step AI workflow.

· 5 min readRead more