It’s true there’s some magic effect from Claude code’s work. But still, often it’s not exactly the same infra and scaling than production grade. But for a customer I guess that’s perfect, they have a mean to make their own tools instead of relying on platforms to build those tools.

I Agree on the customer empowerment point.

I'd push back slightly on the production grade point. The models aren't the ceiling, the user's mental model of software is, depending on his experience/knowledge.

Someone just starting out will get working prototypes and solid MVPs, which is genuinely impressive. But as they develop real engineering intuition — how Git works, how databases behave under load, how hosting and infra fit together — that's when they start shipping production-grade things with Claude Code.

Based on what I'm seeing, the tool can handle it. The question is whether the person behind it understands what they're asking for. Anthropic, for example, mostly uses claude code to develop claude code.