Setting up an agentic GitHub Actions pipeline in 2025
A tour of AI-powered CI/CD tools - code review, secret scanning, documentation maintenance - and how they fit together.
May 2025
Blog
Documentation automation, CI/CD workflows, and keeping docs in sync with code.
Automating documentation updates in CI/CD: when and how to trigger them
A guide to the right cadence and structure for documentation automation in your GitHub Actions pipeline.
May 2025
The documentation staleness problem: why PRs get merged but docs don't
Documentation debt is structural, not a discipline problem. Here's why it happens and how to solve it at the system level.
May 2025
GitHub Actions for documentation: changelog generation and keeping docs in sync
The documentation-related GitHub Actions worth adding to your pipeline and how to configure them.
May 2025
How to keep your README updated when code changes
Documentation drift is inevitable without automation. Here's how to wire up your CI/CD pipeline to keep your README accurate after every merge.
May 2025
The ship-and-maintain cycle: how to automate everything after git push
After git push, most of the maintenance work can run automatically. Here's what to wire up and how.
May 2025
What happens to your code when a GitHub Action sends it to an AI?
A guide to evaluating CI/CD tools that process your source code: what data leaves your runner, where it goes, and what to check.
May 2025