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КыргызчаMonitoring & Observability
Understanding System Behavior in Production
Understanding Monitoring & Observability
Metrics & Time-Series Tools
Distributed Tracing Tools
APM (Application Performance Monitoring) Tools
Observability is about exploration and understanding, not just alerting
What are the three pillars of observability?
The three pillars are: Logs (discrete events with timestamps), Metrics (numerical measurements over time), and Traces
Frequently asked questions
How can we prevent alert fatigue while still effectively monitoring our systems?
not causes, avoid alert fatigue, use alerting hierarchy (P0, P1, P2), and test alerts. Alert on user-facing issues, not
What are the implications of having too many alerts in a monitoring system?
implementation details. Too many alerts lead to alert fatigue.
Can you explain what structured logging is?
Structured logging is a method of logging that uses key-value pairs or JSON instead of plain text, allowing for more efficient parsing and searching.
Does structured logging rely on the use of key-value pairs?
Yes, structured logging utilizes key-value pairs or JSON formats to represent log data, which significantly improves its manageability compared to traditional text-based logs.
▶ Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.