M mdspec blog

mdspec / blog

Specs, docs & AI.
Without the friction.

Practical writing for developers navigating the new reality of AI-speed codebases, markdown sprawl, and documentation debt.

Featured

AI Markdown Developer Workflow

Why Markdown Files Are Becoming the Most Important Artifact in AI Development

Markdown files were once just static documentation. In the AI era, they've become the primary interface between developers and intelligent systems — and most teams aren't treating them that way.

mdspec team 7 min read

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Markdown CI/CD

Managing Markdown Bloat in AI-Era Repos

AI workflows generate markdown fast. ADRs, specs, meeting notes, agent outputs — it piles up. Here's how to sync it out, keep it searchable, and stop the sprawl.

6 min read
Specs Developer Tools

The Easy Way to Manage Specs in Your Repo

From Backstage to Confluence to plain wikis — managing engineering specs is a solved problem with many overcomplicated solutions. Here's a comparison, and a frictionless alternative.

8 min read
AI Documentation

The Documentation Gap No One Talks About in AI-Speed Development

AI makes developers faster. Much faster. But task documentation hasn't kept up. Here's what's being lost, why it matters, and how to close the gap before it becomes technical debt you can't see.

7 min read
AI Documentation

Don't Let AI Discussions Disappear — Write Them to Docs

Your most valuable architectural decisions are happening in AI chat sessions that vanish when the window closes. Here's how to capture them, store them, and make them searchable across your team's tools.

6 min read
ClickUp GitHub

How to Auto-Update ClickUp Tasks and Docs Straight from Your GitHub Repo

Manual ClickUp updates are a tax on developer focus. Here's how to wire your GitHub repo to ClickUp so tasks and docs stay in sync automatically — with and without mdspec.

7 min read
S3 GitHub

The Easiest Way to Sync Markdown Files to S3 from GitHub

S3 is an ideal archive and distribution layer for engineering docs — durable, cheap, and searchable. Here's how to sync from your repo with minimal setup, using mdspec or a native Actions approach.

6 min read