Aftergradient is a practical reference for AI coding agents and the people who work with them.

The name comes from model training. Gradient descent is how a model learns; what comes after the gradient is the part where people put the trained model to work. That is the part this site covers: the terminal, the editor, the config files and the bill.

What you’ll find here

How the work is done

Commands, flags, file paths, prices and limits come from the vendor’s own documentation, pricing page, changelog or repository, and the source is linked next to the claim. If a vendor doesn’t publish something, we leave it out rather than guess. Every guide says which version or docs date it reflects and when it was last checked.

We don’t claim to have tested anything we haven’t. Where a guide describes a command, it describes what the documentation says it does. Setups shared by developers are credited to the person who shared them and linked to the original.

The full rules are in our editorial policy.

Who writes it

Guides are published by the Aftergradient desk under the byline Aftergradient Editors. Aftergradient is independent: it is not affiliated with Anthropic, OpenAI, Anysphere, GitHub, Microsoft or Google, and product names belong to their owners.

Get in touch

Found an error, or a release we missed? Use the contact form. For sponsorship, see Advertise.