resquawk

Thanks! We've moved the disclaimer up the page :)

It's GitHub, using GitHub Pages for docs,

  https://github.github.com/gh-aw/ 

served as GitHub Pages from

  https://github.com/github/gh-aw

It uses Copilot, Claude Code or OpenAI Codex. Custom engines/coding agents also possible.

These contain links to sample outputs:

* Quality/Hygiene: https://github.github.com/gh-aw/blog/2026-01-13-meet-the-wor...

* Documentation: https://github.github.com/gh-aw/blog/2026-01-13-meet-the-wor...

* Code improvement: https://github.github.com/gh-aw/blog/2026-01-13-meet-the-wor...

* Refactoring: https://github.github.com/gh-aw/blog/2026-01-13-meet-the-wor...

You are 100% in control.

Generation of the lock file is deterministic.

See here for information about determinism https://github.github.com/gh-aw/reference/faq/#determinism

This firewall is enabled by default

> Separating the LLM invocation from the apply step is a great idea

Thanks, yes, this is crucial.

Thanks, this has been changed (no use of local token) and there are now extra confirmations too.

Hey, sorry, yes the better link is https://github.github.com/gh-aw/ but we had a redirect set to https://github.github.io/gh-aw/

Both work and we've fixed the redirect now, thanks

Thanks! We fixed this in another PR. Appreciate the feedback

Yes, great points.

Agentic workflows can mix algorithmic + agentic steps. There's a design pattern we call "DataOps" which is all about this - algorithmic extraction then an agentic step delivering a safe output.

See https://github.github.com/gh-aw/patterns/dataops/

For Continuous Documentation examples, see https://github.github.io/gh-aw/blog/2026-01-13-meet-the-work...

We've added an FAQ on determinism here: https://github.github.io/gh-aw/reference/faq/#determinism

The egress firewall is active by default, see https://github.github.io/gh-aw/introduction/architecture/

We've fixed the example on the README and hopefully it's clearer now what's going on.

Hey, sorry, yes the better link is https://github.github.com/gh-aw/

but we had a redirect set to https://github.github.io/gh-aw/

Both work and we've fixed the redirect now, thanks