A developer reviewing commit messages on a laptop screen with a confused expression and a question mark floating above.

Internal release notes can't be generated from your commits

Internal release notes read from tickets, not commits, so automation only improves output when the source ticket already contains enough to document.

Read More
Google's Open Knowledge Format interface showing structured data organization for documentation with interconnected knowledge nodes.

Google's Open Knowledge Format (OKF) explained for documentation leaders

OKF is Google's markdown-bundle spec for AI-readable knowledge. Here's what documentation leaders need to know and whether to act now.

Read More
AI-assistant implementation diagram showing knowledge base structure, data organization, and readiness checkpoints for AI integration.

Making your knowledge base AI-assistant ready - a scoping guide

Learn the exact structural work required to make your knowledge base AI-assistant ready, from audit to validation, before you brief a vendor or scope a sprint.

Read More