Why Test Environments Fail—and What Top Teams Do to Avoid the Chaos

Test environments don’t fail because teams lack discipline or automation. They fail because dependent systems evolve faster ...
InfoWorld

‘Silent’ Google API key change exposed Gemini AI data

API key exploitation is more than hypothetical. In a different context, a student who reportedly exposed a GCP API key on GitHub last June was left nursing a $55,444 bill (later waived by Google) ...

Google unveils cost-efficient AI model Gemini 3.1 Flash-Lite

Lite, its fastest and most cost-efficient Gemini 3 series model. The company said that starting on Tuesday, 3.1 Flash-Lite is rolling out in preview to developers via the Gemini API in Google AI ...