As an engineer building a distributed application, every now and then I need to look for and analyze bottlenecks in our system. There can be several triggers for conducting a bottleneck analysis, for example: In this blog post I’ll share how I’ve been using our own product, Helios, and the power of distributed tracing, to help pinpoint bottlenecks in our system and resolve them fast.

As businesses are planning for 2023, many are adopting a more conservative mindset when it comes to their resources. In light of the recent market fluctuations and the uncertainty of if and how a recession will affect them, they are looking for ways to cut costs and increase their efficiency. But despite the spending slowdown, development velocity can’t slow down.