Technical notes on web development, DevOps, and AI integration.
1 article
Two of the four ISO badges in our hero pointed at superseded editions. The edition year is data to audit, not static text.
TL;DR: Hardcoded certification years in frontend content rot silently because ISO standards get revised periodically. Two of four badges were already outdated, and even checking statuses has traps like misattributed IAF documents. Fix: keep one source-of-truth array, verify against the ISO site yearly, or drop edition years if unmaintained.