How to turn GitHub commits into X posts

Start with what actually changed

A good X post starts with a real change. GitHub commits are useful because they show what actually happened in the product. Instead of inventing content ideas, you can look at recent commits and ask what changed, why it mattered, and whether it is worth sharing. ShipToPost automates this first step by listening to your commits and turning them into draft posts, giving you content based on real product progress.

Translate the commit into an outcome

Most commits describe implementation. X posts should usually describe outcomes. "Update onboarding validation" is implementation. "Made onboarding harder to break when users submit incomplete data" is an outcome. The same work becomes easier to understand when it is framed around the result. ShipToPost helps with this translation by taking commit activity and generating drafts that are closer to public-facing content than raw commit messages.

Avoid posting raw commit messages

Raw commit messages are usually too short, too technical, or too internal to work well as X content. They often miss the context that makes the update interesting. A public post needs a little more framing: what problem you noticed, what you changed, and what the product feels like after the change. This does not mean turning every commit into a long story. It means making the update readable for people who are not inside your codebase.

Use generated drafts as editable starting points

The fastest workflow is not to publish every generated draft automatically. It is to use drafts as starting points. ShipToPost turns commits into X content, then you decide which drafts are worth keeping, editing, or posting. This keeps the process practical. You save time on the first draft, but you still control what gets published and how it sounds.