Case study 02Dev toolsIn progress

Docny

An AI-native platform for writing, hosting and scaling developer documentation, with sites that deploy in under five minutes.

Role
Full stack, end to end
Sector
Dev tools
Docny screenshot

The problem

Documentation is the first thing a developer sees and the last thing a team wants to maintain.

Docs get written once at launch, then drift as the product ships around them, and the tooling makes it worse: static site generators need constant upkeep, hosted platforms fight the git workflow engineers already live in, and nobody owns the gap in between.

What I built

Docny closes the loop between the codebase and the docs that describe it. Docny Guardian reads a team's GitHub repository and generates documentation from what is actually there, so the starting point is never a blank page and updates track the code. Writers work in a browser-based WYSIWYG editor with real-time team collaboration, and readers get an embedded AI chat that answers questions against the docs instead of leaving them to search. Sites ship with custom domains and branding, a choice of templates, and analytics on what people are actually reading.

  • 01Docny Guardian: AI documentation generated from a GitHub repository
  • 02Browser-based WYSIWYG editor with real-time team collaboration
  • 03Embedded AI chat that answers reader questions from the docs
  • 04Custom domains, branding and a template system
  • 05Integrations across GitHub, Jira, Linear, Slack, Notion and Algolia
  • 06Usage analytics and content auditing