In a few months, vibecoding has gone from viral phenomenon to established practice: you describe the desired outcome, the artificial intelligence generates the software, and refinement happens through dialogue. The productivity gains are obvious. The critical issue emerges when, beyond the demo, the software has to enter production and handle real company data and documents.
What vibecoding is
Vibecoding means building software by guiding an AI in natural language, by intention more than by formal specification. Anyone with a problem can get a working prototype in hours, not weeks: the natural evolution of low code, because the barrier to entry for development collapses even further.
From specification to prompt: what changes
The centre of gravity shifts from writing code to defining intent. More people can build, and delivery gets faster.
The structural needs, however, remain: access control, security, traceability, data management and the transition to production.
Artificial intelligence can generate features and, in part, even governance rules, but application by application. Without a shared foundation, every new project rebuilds from scratch what should have applied to all of them.
The dark side: apps in production without governance
The typical pattern is always the same: a team builds an app through vibecoding, ships it to production, and it works. Then it grows: more users, more sensitive data, more integrations. You realise the permissions are improvised, the audit trail does not exist and security has to be redone after the fact, one app at a time. The initial speed turns into a disadvantage, and every new project restarts from the same bottleneck: the security review.
Speed without losing control
The answer is not to slow innovation down but to change the foundations it is built on. If permissions, version management and audit are provided by the underlying platform, vibecoding produces apps that are fast and already governed. Creativity stays free while the guardrails are on by default.
The role of a governed platform
This is the idea behind Cervio: build your apps and interfaces on top of a layer where access control, security and data governance are built in, via API, with the same rule for automations and agents via MCP. That way everything you create, even through vibecoding, is born secure and traceable, instead of having to become so afterwards.