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
·8 min read
Customers go live faster with less help from solution consultants, 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.