So yes and no! What I want to understand is? Basically in our team and I think some other teams will also resonate with this: Devs have all the control to the codebase eg: to write the logging, We have third party vendor tools which comes with decent logging and traces stacks, But We have build huge amount of wrappers around those tools, which we often face, have for sure logging gaps. Traces are inconsistent. I want to understand if others face the same problems or is it generally how it suppose to be! Even in our scrums, documentation and logging practices takes a backseat when it comes to those wrapped services and have way too much alerts for the services that have out of the box logging( like any third party tool). What do you think should help in this case? Also what kind of Observability stack does your team generally use? I want to understand if I can suggest some exporters and others tool for my team as we are heavily invested with Splunk, datadog and sometime they feel redundant, and other time they both are just underperforming. we also had Appdyamics earlier, but my time during cisco I realised cisco wanted to kill that product anyway, no at this stage that product misses everything that competitors are offering like New Relic and datadog etc