title = "Monitoring and Observability Framework"

content = """
Observability is a core pillar of the DevOps culture at Quantum Flux Systems. We believe that you cannot manage what you cannot measure. Our observability framework is built on three pillars: metrics, logs, and traces.

**Metrics and Alerting:** We collect high-resolution metrics from our infrastructure and applications using tools like Prometheus. We focus on the "Four Golden Signals": latency, traffic, errors, and saturation. Alerts are carefully tuned to minimize noise and ensure that engineers are only notified of actionable issues.

**Centralized Logging:** All logs are aggregated into a central system (e.g., ELK stack or similar). We enforce structured logging (JSON) to make it easier to query and analyze log data. Logs are essential for debugging and performing root cause analysis after an incident.

**Distributed Tracing:** For our microservices architecture, we use distributed tracing to track requests as they flow through different systems. This helps us identify performance bottlenecks and understand complex interactions between services.

**Dashboards and Visualization:** We use Grafana to create real-time dashboards that provide a clear view of system health. These dashboards are accessible to all engineers, promoting a culture of shared responsibility for system performance.

**Service Level Objectives (SLOs):** We define SLOs for our critical services based on Service Level Indicators (SLIs). These objectives represent the level of reliability our users expect and guide our decisions on when to prioritize stability over new features.
"""  # noqa: E501

version = "0.0.1"
