Keep pulling the thread on Rohan Varma.
Codex has the capability to programmatically set up its own automations to perform tasks on a recurring basis, such as daily or weekly.
The product development teams at OpenAI operate on a 4 to 8 week planning cycle rather than creating long-term 6 or 12-month roadmaps.
At OpenAI, the product development lifecycle has inverted from a model of extensive upfront planning to one where engineers build many things quickly and product managers then decide what to ship.
OpenAI has become so reliant on its internal use of Codex that its operations would be severely impacted if the tool became unavailable.
Codex demonstrated the ability to solve a problem where an API was lacking by autonomously opening a browser, inspecting the DOM to find an image file, and using that image to build a website from a Notion document.
Codex can create temporary, trigger-based automations that monitor for an event, such as a specific Slack message, execute a task, and then delete themselves upon completion.
Codex can be tasked with managing a pull request by waiting for CI checks to finish, automatically fixing CI failures, responding to human feedback, and notifying the user when it is ready to merge.
A workflow used at OpenAI involves having Codex automatically create and continuously update a project website every few hours by synthesizing all recent changes and conversations, serving as a live source of truth.
According to Rohan Varma, AI-native companies like OpenAI and Cursor operate by using AI to increase the total volume and speed of work accomplished, rather than just making existing tasks incrementally faster.
Codex is mentioned so frequently within OpenAI's office that it is difficult to walk from one point to another without hearing about it.
The Codex team at OpenAI operates with only a few product managers covering many different areas, a lean structure enabled by using Codex internally.
OpenAI receives hundreds of data points, bug reports, and problems from enterprise customers and users on Twitter on a daily basis.