Building Products with AI
From vibe coding and agent orchestration to production Lovable workflows and real AI integration: keeping product and architecture control while moving faster.
Parts are listed in the recommended reading order.
Vibe coding is not the problem. Vibe architecture is.
Fast AI-generated code is not the danger. Ownerless architecture is.
Lessons from working with AI coding agents
AI coding agents made writing code cheaper. They did not make good decisions cheaper.
Why GitHub should be the source of truth for AI-agent development
When several agents touch one product, the hard problem is no longer generating code. It is knowing which reality is canonical.
How Lovable, Cursor, Claude and Codex fit into one development process
Used as four interchangeable coders they create coordination debt. Given distinct roles, they can complement one another inside one engineering system.
Not another AI chatbot: how to integrate AI into an existing product
AI integration is not a chat box. It is redesigning a real job with the right context, actions and boundaries.
Taking a Lovable project to production readiness
There is an invisible engineering layer between a working preview and a dependable production product.