Blog

What we are learning.

We write about testing, AI, and what it takes to ship software you can trust.

The bottleneck has moved: why AI-generated code is a QA problem now

Standard Bank's five-hour outage. FNB's Black Friday collapse. Discovery Health's R125 million claims error. These happened with human-written code. Now imagine 5x more code, most of it written by AI.

4 April 2026 8 min read

Earlier

Whiteboard showing the Kintova testing workflow

What AI-native testing actually means (beyond the buzzword)

Every tool claims to be "AI-powered" now. We use "AI-native" on our homepage, so here is an honest explanation of what we actually mean.

23 March 2026 7 min read