A friend shared this article and I find it informative. Here are my notes:
Steve Burton explained the challenge for engineers to troubleshoot production issues when the logs are filled with a large number of non-critical error messages. Not only this made troubleshooting of critical errors harder, it also has the following additional costs:
- “Disk storage to host log files on servers”
- “Log management software licenses to parse, transmit, index and store this data over your network”
- “Servers to run your log management software”
- “Humans to analyze and manage this operational noise”
The suggested solution to this large number of non-critical errors is to use Takipi to “show you the exact source code, object and variable values that caused each of them.”
Dave's Blogs 