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No jargon, no fluff. Just what you need to know to go from prototype to production.
AI made building almost free. It changed nothing about the cost of maintaining, explaining and fixing. Why picking the right feature became the highest-return skill, and 4 concrete tests to spot it.
After vibe coding comes agentic coding: AIs that no longer just generate code, but work alone inside your project. How it works, what it changes for your product, and the traps to know before you dive in.
An agency pitches microservices, Kubernetes, and scalability for your 200-user SaaS. Justified, or over-engineering? The reading grid to understand an architecture proposal without being a developer.
At first you add a feature in five minutes. Six months later, the smallest change breaks three things elsewhere and even the AI gets lost in it. Here's why generated code becomes unmanageable as you grow, and how to avoid it.
Password hashing, access checks, crypto: often spotless, better than a lot of devs. And yet the most serious risk is almost always the simplest thing in the world. The one nobody thought to do.
A code audit isn't a teacher grading your paper. It's a map of your risks, ranked by severity, with a plan to close them. Here's exactly how it works, from the inside.
An AI-coded app ships fast. But AI gives you code that works, not code that holds up. Here are the 7 security flaws I find in almost every vibe-coded app, and how to check whether yours is affected.
On one side, the people telling you that you don't need developers anymore. On the other, the ones swearing it'll all blow up in production. Both are wrong. The real answer is simpler, and far more useful.
Your vibe coded prototype works. Now comes the hard part: remove fake features, replace demo logic, define product rules, and turn an impressive demo into a production-ready app.
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