In .Net we're using Serilog which supports CLEF[1], and I'm in the process of changing our non-.Net code to do structured logging to CLEF as well (I made an int

In .Net we're using Serilog which supports CLEF[1], and I'm in the process of changing our non-.Net code to do structured logging to CLEF as well (I made an internal library to support structured logging). Since Serilog supports consuming CLEF as well, this makes it trivial to upload the non-.Net logs to Azure Application Insights for example. Might be other options as well, I didn't look much further as this fit our needs well. edit: This doesn't completely solve the main point in the article of course, as the variables, error codes etc in the structured log message can change willy-nilly in a general system setting. [1]: https://clef-json.org/ https://clef-json.org/