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Case Studies

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Cover Image for How ContextQA's engineers came to merge 97.5% of what an AI agent wrote
ContextQA

How ContextQA's engineers came to merge 97.5% of what an AI agent wrote

Aug 21, 2026·10 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.

Cover Image for How Socure built developer experience into a moat with EkLine
Socure

How Socure built developer experience into a moat with EkLine

Aug 3, 2026·9 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.

Cover Image for P0 Security: How P0 Security’s engineering team stopped writing docs and started shipping faster
P0 Security

P0 Security: How P0 Security’s engineering team stopped writing docs and started shipping faster

May 21, 2026·7 min read

P0 Security's engineers stopped writing documentation and started reviewing it. 150+ hours reclaimed, 15 integration guides shipped, zero new headcount.

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