AI Docs That Don't Lie to Your Users
Most AI documentation systems retrieve the wrong version, hallucinate details, and never admit uncertainty. Here's how to build one that actually helps.
Documentation
Definition
Documentation coverage in this archive spans 3 posts from Jun 2022 to Jul 2025 and leans into practical engineering craft: interfaces, testing, and maintainable implementation details. The strongest adjacent threads are developer experience, ai, and search. Recurring title motifs include docs, ai, users, and write.
Key claims
- The through-line is clarity first: simple designs that survive change beat clever abstractions.
- The consistent theme from 2022 to 2025 is disciplined execution over hype cycles.
- This topic repeatedly intersects with developer experience, ai, and search, so design choices here rarely stand alone.
Practical checklist
- Keep interfaces small, automate regressions early, and make operational assumptions explicit in code.
- Start with the newest post to calibrate current constraints, then backtrack to older entries for first principles.
- When boundary questions appear, cross-read developer experience and ai before committing implementation details.
Failure modes
- Abstracting before usage patterns are stable enough to justify indirection.
- Treating style consistency as optional until quality and velocity both degrade.
- Applying guidance from 2022 to 2025 without revisiting assumptions as context changed.
Suggested reading path
- Start here (current state): AI Docs That Don’t Lie to Your Users
- Then read (operating middle): Let AI Write Your First Draft, Not Your Docs
- Finish with (foundational context): Your Engineering Docs Are Probably Useless
Related posts
- AI Docs That Don’t Lie to Your Users
- Let AI Write Your First Draft, Not Your Docs
- Your Engineering Docs Are Probably Useless
References
Let AI Write Your First Draft, Not Your Docs
AI is a decent drafting assistant for technical docs. It's a terrible replacement for ownership.
Your Engineering Docs Are Probably Useless
Most engineering documentation is ignored for predictable reasons. Here is how to write docs that people actually read.