Vibe coding works best with a reviewable loop.

Vibe coding is a way to build software by describing an outcome, asking an AI tool to make changes, then steering the next step from what you see. The phrase covers a range of workflows, from a quick prototype to agent-assisted work in a maintained codebase.

A prompt does not replace a product decision, a code review, or a test. Treat generated changes as proposed work: inspect the diff, run relevant checks, and decide what belongs in the project.

A small feedback loop gives you useful speed without turning a plausible answer into assumed correctness.

Some AI builders are designed to generate a hosted application from a prompt. Coding-agent workflows instead work in a repository through an editor or terminal. Pick the category that matches where your code lives and how you need to review it.

ProofStack is a local desktop workspace for installed coding CLIs. It brings agent terminals, task coordination, routines, and code checks into one place; provider access and usage remain with the provider account you configure.

AI-generated code can be incomplete, incompatible with project conventions, or unsafe for its context. A scanner can surface certain known patterns; it cannot prove that code is secure or correct. The person responsible for the release still decides what evidence is enough.