12 Feb 2025 • 3 min read
How we cut exam creation from days to 30 minutes using AI
The approach, what broke, and what I would do differently when building a multi-provider AI pipeline in production.
ainextjsengineering
Blog
Search the archive with Pagefind or filter by topic. Posts are sorted newest first and written for people who care about shipping, constraints, and tradeoffs.
Type to search posts. Tag filters work on the full list and Pagefind search results.
The approach, what broke, and what I would do differently when building a multi-provider AI pipeline in production.
What I learned building two full EdTech platforms solo, from architecture decisions with no one to sanity check them to shipping on App Store and Play Store alone.