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.
// blog
Blog
Thoughts on developer learning, knowledge management, and building RepoOcto.
Feature2026-03-184 min
The XP Marketplace: turning knowledge into AI tool credits
We built a system where learning your codebase literally pays for your AI tools. Here's the economics behind it.
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. Follow us on X for updates.