Guides

Guides for AI software delivery

Practical paths for turning AI-assisted coding into software that survives review, CI and release.

From GitHub Issue to release

See the complete path from an ai-ready Issue to a reviewed, merged and tagged release.

Learn which CI conclusions Orbi trusts and what your workflow actually guarantees.

Understand how independent review protects the exact AI-generated head before merge.

See what an autonomous coding agent needs to deliver software without a typing human.

Compare the control, infrastructure and operating boundary of running an agent yourself.

See how to connect Codex and GitHub Issues into a repeatable delivery workflow.

Orbi turns labelled GitHub issues into merged pull requests and releases, with the Pi coding agent writing the code. How the runner around Pi works.

Looking for the wider landscape? Read Orbi comparisons or explore ai-ready Issues.