The role of group IT is always a delicate balancing act - even more so amid economic pressures. However, new tools can help balance traceability, operational efficiency and brand autonomy.

This study introduces Megabouts, a transformer-based classifier for larval zebrafish movement bouts. This useful tool is thoughtfully implemented and has clear potential to unify analyses across labs.

Vibe coding makes creating something from basically nothing incredibly easy, even if it doesn't always get it right.