INSIGHTS / BUILD NOTES

What I learned
from building the proof

Short implementation notes based on public AI, web and QA products — not generic AI commentary.

2026-10-02

Why a useful RAG system should sometimes refuse to answer

Source-grounded answers are only useful when the system can also recognize when the source documents do not support a confident answer.

Read →

2026-10-02

Design the human review step, not just the AI step

Field Report AI uses AI for drafting and structuring, while a person keeps the final approval point.

Read →

2026-10-02

Break the UI before localization does

Text expansion, RTL and overflow can turn a translated product into a broken interface. LocaleStress makes those failures visible earlier.

Read →