
In an era where cloud-native systems power the backbone of global enterprises, a staggering 250% year-over-year growth in log data volumes has left many organizations struggling to keep pace with monitoring costs and system complexity, while the rapid rise of AI-accelerated software development has turned debugging into a daunting bottleneck during critical incidents. Enter AI-guided observability, a transformative approach that










