An AI feature is not tested until the real response streams
A clean build and mocked tests prove the application fits together, but not that the live model, credentials, and streaming path work.
Topic
software development.
4 field notes, newest first.
Deploying the code is not refreshing the screen
A successful software update and a freshly rendered artifact are two separate checkpoints.
When a simple data format is too expensive
On a memory-constrained device, a compact binary index used less working memory than rebuilding a large text document.
You cannot evaluate a platform while bypassing it
A pile of custom markup says more about the custom implementation than whether the underlying website tools are good enough.