Engineering Oct 25, 2026 · 4 min read

Docs in the AI Era: Keep It Simple

AI makes team docs easy to write, but they still go stale. A simple doc practice: write for the right reader, keep strict rules for machines, keep docs alive.

A doc that the right person reads and uses has value. Other docs do not.

The story

Everyone agrees that docs matter. But who updated one this week?

Across the industry, many companies fail at this. At a knowledge-management study group, I heard a name for it: the document graveyard. People write docs, and nobody reads or updates them.

My team also ran an experiment. An AI bot wrote one review file for each pull request and saved it in the repo. Four months later, we deleted 80 of those files. AI made docs easy to write, but the docs still went bad.

Why docs always lose

On the Eisenhower matrix, docs sit in the “important, not urgent” box. So every deadline wins over them.

Docs live in the "plan it" box, so urgent work always goes first.

Docs do not bring in money directly, so nobody rewards them. Lazy people are not the cause. The structure is.

The good news: AI frees up time for exactly this box. I wrote about that in The Golden Age of Quadrant Two.

Who this is for

Senior engineers who want their team docs to stop going stale
Teams that are adding AI agents to their development workflow
People who must clean up a team wiki and do not know where to start

Route map

Three stages, one simple answer.

1: Why it is hard

Write Only What Your Reader Cannot Find: an AI agent is a reader too. Write only what your reader cannot find.
How a Doc Goes Stale: 80 review files that AI wrote, all deleted four months later.
Name the Pain Before the Tool: docs go bad for three reasons, and AI fixes only one.

2: Our own rules

Strict Rules Only Where a Machine Checks: if a machine can check a rule, make it strict. The rest are habits.
A Good Name Is a Doc You Never Write: names and small symbols are docs too.
Remember Where, Not What: remember the map, not every street.

3: Keep it alive

Keep Docs Alive: Three Reminders, One Direction: three reminders, and changes that flow in one direction.

What you will take away

The summary at the end of the series gathers it in one place:

the golden circle behind the series: why, how, and what
six questions to start your team’s doc discussion
one first step to try for a month

Start with part 01, Write Only What Your Reader Cannot Find. The series ends with a summary of what to take back to your team.

References

Related: this series continues the AI era story from Will AI Take My Job? Same Work, More Return.

Tags #docs-in-ai-era #documentation #llm