Resource pressure
CPU, memory, disk, and consumption growth.
Monitoring & Operations
METRICS / LOGS / ALERTS
Monitoring & Observability
Collect metrics and logs, then build dashboards and alerts for infrastructure and application health, focusing on useful incident and capacity signals rather than charts alone.
OPERATIONS VISIBILITY
SIGNAL TO ACTIONInfrastructureServers, networks, and VMs
ApplicationServices and endpoints
LogsEvents and errors
CollectionIngest operational signals
LIVECPU
Memory
Latency
AlertOperations review
Monitoring exposes signals; investigation and corrective action belong to the operations process.
Metrics
Resource and health trends
Logs
Searchable events
Dashboards
A shared team view
Alerts
Actionable notification paths
OBSERVABILITY IN PRACTICE
Monitoring tracks known indicators; observability helps explain new behavior
Monitoring follows defined indicators. Observability combines metrics, logs, and service context to investigate unexpected behavior. The goal is not more dashboards, but useful signals for operations decisions.
SERVICE CAPABILITIES
What Monitoring & Observability covers
Collect metrics and logs, then build dashboards and alerts for infrastructure and application health, focusing on useful incident and capacity signals rather than charts alone.
Signal collection
Infrastructure metrics
Collect available server, VM, network, and capacity signals.
Centralized logs
Bring selected logs into an organized stream for search and incident review.
Application health
Define availability and response indicators where supported.
Analysis and visibility
Operational dashboards
Design views around team roles and important services.
Trend analysis
Review capacity and recurring behavior for planning.
Incident context
Review logs and metrics together over a relevant time window.
Alerting and follow-up
Alert design
Match conditions and severity to service impact and possible action.
Noise reduction
Review grouping, time windows, and routing with the team.
Operational ownership
Define follow-up for important alerts.
SIGNAL FLOW
From telemetry to an operations decision
A signal without context, ownership, or follow-up has limited operational value.
- SourceHost and app
- CollectMetrics and logs
- CorrelateTime and service
- PresentDashboard
- Follow upAlert and action
Common toolsPrometheusGrafanaELKSyslogAlerting
OPERATIONAL OUTCOMES
Turn scattered telemetry into useful signals
Earlier visibility
Unusual behavior can surface before becoming only a user complaint.
Incident context
Logs and metrics support a better-informed investigation.
Capacity planning
Consumption trends inform expansion and remediation.
COMMON SIGNALS
What can be made observable?
Service health
Health checks and application response times.
Distributed events
Search logs and correlate errors over time.
Network capacity
Connection trends and selected device health.
DELIVERY APPROACH
Start monitoring with an operational question
- 01
Define services
List services, owners, and meaningful indicators.
- 02
Select sources
Review available metrics and logs plus retention needs.
- 03
Build visibility
Configure dashboards and useful labels.
- 04
Tune alerts
Set thresholds, severity, ownership, and expected action.
- 05
Review
Refine signal quality and noise after use.
TECHNOLOGY SCOPE
Tools considered
Tool choice depends on data volume, retention, access, and team operations.
- Prometheus
- Grafana
- Centralized Logging
- ELK where appropriate
- Syslog
- Metrics
- Dashboards
- Alert Routing
WHY SYSTECHNIC
Visibility that supports follow-up
Signals with owners
Important alerts have an assigned response path.
Connected, not conflated
Monitoring provides visibility; operations performs remediation.
Fit for purpose
Signal detail and retention are not imposed beyond the need.
FAQ
Monitoring questions
What is the practical difference between monitoring and observability?
Monitoring reports known indicators. Observability combines metrics, logs, and service context to investigate less predictable behavior.
Do you use Grafana and Prometheus?
They are among the tools considered. Final selection follows the environment and maintenance requirements.
Will monitoring fix an incident automatically?
No. Monitoring provides visibility and alerts; investigation, ownership, and corrective action happen through operations.
How do you avoid too many alerts?
Thresholds, time windows, severity, grouping, and ownership should reflect service behavior and possible response, then be reviewed.
Can application logs be collected?
Selected logs can be centralized where access and retention are appropriate; scope is agreed first.
Does this include a 24/7 NOC?
No such coverage is implied. Monitoring scope and response responsibilities must be agreed separately.
NEXT STEP
Identify the signals that matter to your services
Share critical services, recurring incidents, and operations needs to define a useful monitoring scope.