https://shipreadyai.dev/builders/codex

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# Codex

Codex takes a task and reports what it touched. Keep the task small and the report honest.

## What the builder handles for you

A scoped edit with a list of files touched.
Repeatable tasks you can queue.

## What it does not

It does not host anything.
It does not read your deployment settings.
It does not know which row rules your product needs.

## Incidents involving it

CVE entries attributed to AI-generated code rose from 6 in January 2026 to more than 35 in March 2026.
The Tenzai study found every tool it tested introduced server-side request forgery.

## The fix prompt dialect

Codex tasks say apply the edit and report the files touched, then verify with a command and paste the output.

## Stack checklists that apply

Cursor, Next.js, Custom Python backend, Vercel.