FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
HADS — A Simple Convention for Writing Docs That AI Can Actually Read
How-ToTools

HADS — A Simple Convention for Writing Docs That AI Can Actually Read

via Dev.toNiksa Barlovic2w ago

github.com/catcam/hads AI models read your documentation before your users do. But documentation is written for humans. This mismatch has a real cost: token waste, hallucinations, and local models that just give up on long docs. I spent a few weeks debugging this while building a tool that generates Ableton Live project files from JSON. Every time I fed technical documentation to a model, the same thing happened — half the context window consumed by narrative prose, the model extracting facts incorrectly, or missing critical bug fixes entirely. The fix wasn't a better prompt. It was better-structured docs. Introducing HADS HADS (Human-AI Document Standard) is a tagging convention for Markdown. Not a new format. Not a new tool. Just four tags that tell both humans and AI models what kind of content they're reading. [SPEC] Authoritative fact. Terse. AI reads always. [NOTE] Human context, history, examples. AI can skip. [BUG] Verified failure + fix. Always read. [?] Unverified / inferred.

Continue reading on Dev.to

Opens in a new tab

Read Full Article
19 views

Related Articles

The Boring Skills That Make Developers Unstoppable in 2026
How-To

The Boring Skills That Make Developers Unstoppable in 2026

Medium Programming • 20h ago

I Installed This VS Code Extension… and My Code Got Instantly Better
How-To

I Installed This VS Code Extension… and My Code Got Instantly Better

Medium Programming • 21h ago

The Age of Personalized Software
How-To

The Age of Personalized Software

Medium Programming • 23h ago

Automating Checkout Add-On Recommendations in WordPress for WooCommerce
How-To

Automating Checkout Add-On Recommendations in WordPress for WooCommerce

Dev.to • 23h ago

How-To

Start Here: Learning to develop your own way with SCSIC

Medium Programming • 1d ago

Discover More Articles