Insights
What we have learned building AI that has to keep working.
3 articles on E-learning. — written by the people who ship and then maintain the systems.
E-learning
Offline-First Is a Data Model Decision, Not a Caching One
Teams reach for offline support late, as a cache in front of the API. It never works, because the hard part is not storing the data — it is deciding what happens when two people changed the same thing and neither of them was online.
24 February 2026 · 5 min read
E-learning
How Machine Learning is Reducing Dropout Rates in US Schools
Table of…
9 May 2025 · 2 min read
E-learning
Empowering Teachers with AI Tools for Streamlining Classroom Management
In the educational realm, AI applications are broad and diverse. They encompass everything from personalized learning experiences and adaptive tutoring to administrative automation and enhanced data analysis. The…
11 October 2023 · 10 min read