Case Studies
Your docs should get better every day. Now they can.


How ContextQA's engineers came to merge 97.5% of what an AI agent wrote
·10 min read
ContextQA's own AI testing agents read its documentation, so stale docs feed bad answers into the product. EkLine kept 80% of its 113 pages current in one quarter, and engineers merged 97.5% of what the agent proposed. No documentation hire.

How Socure built developer experience into a moat with EkLine
·9 min read
Customers go live on their own, AI coding assistants generate correct code against Socure's API, and one technical writer keeps 25+ products current: 348 documentation updates merged in seven weeks, more than 1,000 hours of work.


P0 Security: How P0 Security’s engineering team stopped writing docs and started shipping faster
·7 min read
P0 Security's engineers stopped writing documentation and started reviewing it. 150+ hours reclaimed, 15 integration guides shipped, zero new headcount.



