Gathering data from lots of different sources, providing it to the model then processing the output through post processing steps? That sounds like an asynchronous workflow, USE TRACING ~ @cartermp lauding the benefits of tracing for deploying and iterating AI applications #monitorama #monitorama24 #observability

“Disintegration is a feature not a bug, of asynchronous systems, until you introduce telemetry and monitoring” ~ Johannes Tax from @grafana #monitorama #monitorama24 #observability

Johannes Tax at @grafana describing the pain of distributed tracing in asynchronous systems “Disintegrated telemetry: The pains of monitoring asynchronous workflows” #monitorama #monitorama24 #observability

“Name your metrics, alerts and dashboards with the language you would use if you were having a conversation about the system at lunch, not the cryptic defaults or uuid hostnames” ~ @danslimmon #monitorama #monitorama24 #observability

We’ve all heard the definition for observability, but, who is one? What is involved in determining? ~ @danslimmon presenting “No observability without theory” You need a theory of the system to build valid inferences
#monitorama #monitorama24 #observability

Julia Thoreson at Bloomberg sharing “Incident Management: Lessons from Emergency Services” breaking down how the lessons learned in emergency services can apply to incident management in technical systems #monitorama #monitorama24 #incidentmanagement

“New hires are super value able in your internal customer interviews, they actually expect things to work and aren’t bitter yet” ~ Pete Fritchman #Monitorama #monitorama24 #observability #sre

“Treat your internal tooling outages like the most critical production outages, because they’ll always hit when you’re trying to recover from a critical production outage” ~ Pete Fritchman #monitorama #monitorama24 #observability

“The shoemaker’s children have no shoes - why SRE teams must help themselves” Pete Fritchman making the case for investing in watching the watchmen, and techniques for accomplishing it. #monitorama #monitorama24 #observability #sre