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2026-07-20 vibe When to add tests and architecture to an AI-built project Not on day one, not never. The right moment is a signal you can actually watch for, and it is the same signal for both. #vibe-coding#testing#architecture#ai-coding#technical-debt#paelladoc 8 min ./read → 2026-07-20 vibe What is vibe coding? (and where it stops working) Karpathy named it: you describe what you want and let the model write the code. It is a real technique with a real edge. This is both. #vibe-coding#ai-coding#what-is-vibe-coding#agentic-development#prototype-to-product#paelladoc 7 min ./read → 2026-07-20 vibe Vibe coding vs AI-assisted engineering: the line that matters Same tools, same models, same speed. The line between the two is not the code you generate. It is whether you accept it without verifying it. #vibe-coding#ai-assisted-engineering#ai-coding#verification#spec-driven-development#paelladoc 7 min ./read → 2026-07-20 vibe From vibe coding to production: the bridge nobody explains You described an app and got one. Now real people use it and you have to keep it alive. This is the crossing from prototype to product, stage by stage. #vibe-coding#prototype-to-product#ai-coding#technical-debt#spec-driven-development#paelladoc 10 min ./read → 2026-07-20 vibe Vibe coding debt: what you actually owe and when it's due The interest on vibe-coded software is real, but it is not one number. It is three separate debts with three different due dates. #vibe-coding#technical-debt#ai-coding#maintainability#verification#paelladoc 9 min ./read → 2026-07-20 vibe The security holes vibe coding leaves behind Generated code that nobody reviewed tends to leak in the same three places. None of them require a rewrite to close, but all of them require you to look. #vibe-coding#security#ai-coding#input-validation#dependencies#paelladoc 8 min ./read → 2026-07-20 vibe The 90-day reckoning: why vibe-coded apps break at month 3 The pattern is almost on a schedule. It runs great for weeks, then somewhere around the third month the same app that felt magical becomes impossible to change. #vibe-coding#technical-debt#ai-coding#prototype-to-product#maintainability#paelladoc 6 min ./read → 2026-07-20 vibe You shipped code you can't read. Now what? The quiet panic of vibe coding: the app is live, people use it, and you cannot follow a single file. This is the way out, and it is not learning to read every line. #vibe-coding#ai-coding#codebase-understanding#maintainability#prototype-to-product#paelladoc 7 min ./read → 2026-07-20 vibe Scared to touch it: turning fear of your own codebase into a safety net The fear is information. It is telling you exactly where you have no safety net. Follow it, and it becomes a map of what to build. #vibe-coding#testing#characterization-tests#ai-coding#verification#paelladoc 8 min ./read → 2026-07-20 vibe Your Lovable prototype is now the product: surviving the promotion Nobody decided to ship the prototype. Users just started depending on it. Here is how to promote it without the rewrite you keep threatening. #vibe-coding#prototyping#production#ai-coding#product-development#paelladoc 7 min ./read → 2026-07-20 vibe Foundations under the house of cards: fixing a vibe-coded app without a rewrite Everyone tells you to rewrite it properly. You don't have to. You can pour foundations under a running app, one load-bearing piece at a time. #vibe-coding#technical-debt#characterization-tests#spec-driven-development#maintainability#paelladoc 7 min ./read → 2026-07-20 vibe Every new feature breaks an old one: the missing contract You add feature six and feature two stops working. It is not carelessness. It is a missing contract between the parts, and agents make it worse. #vibe-coding#features-breaking-features#spec-as-contract#regression#ai-coding#paelladoc 6 min ./read →

— end of log · 12 entries in vibe —