Product2026-03-255 min
Why AI-generated quizzes beat documentation for codebase learning
Documentation gets stale. Quizzes adapt. Here's why active recall on your actual code patterns beats passive reading every time.
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Blog
Thoughts on developer learning, knowledge management, and building RepoOcto.
Teams2026-03-184 min
Making codebase knowledge visible across an engineering team
Quiz activity becomes more useful when it reveals coverage gaps, thin ownership, and onboarding progress across the team.
Engineering2026-03-107 min
Spaced repetition for engineers: the science behind SM-2
The algorithm that makes med students remember anatomy works just as well for API contracts and design patterns.
Enterprise2026-02-286 min
Bus factor is a people problem. We made it a data problem.
When one engineer quits and takes all the context with them, it's because no one was tracking knowledge distribution.
More posts coming soon. Email hello@repoocto.com with topics you want us to cover.