Amalgamation part 1 - Your Documentation Doesn’t Need to Be Perfect—It Needs to Be Modular.
- Hal Warfield

- 4 hours ago
- 1 min read

One of the biggest blockers to keeping documentation (and AI responses) current is the myth of the rewrite.
You don’t need to overhaul the whole help center. You just need to update the one thing that changed.
Every release cycle, I see it:
A new feature launches
Release notes get drafted
But the linked help doc… isn’t touched
And the AI agent? Still trained on last month’s truth
What if you treated each help article as its own data asset? Change a feature, update one doc, and your AI stays current—without reindexing the whole library.
To show how simple this can be, I built a live sample:
It’s powered by Google’s NotebookLM—an experimental AI tool for referencing custom content. This version is trained on public WordPress docs—no dev work, no prompt engineering.
Try it out. Ask it questions. Then imagine this layered on top of your own help docs, kept fresh with every edit.
Is your documentation built for updates—or built to be rewritten? (Sometimes the best AI upgrade is just keeping your source clean.)



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