SRE Training Online in India  SRE Training
                     Essential SRE Tools for 
Monitoring and 
Observability in 2025
(Enabling Reliability Through Real-Time 
Insights)
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Introduction to
SRE and 
Observability
What is SRE?
• A discipline that incorporates 
software engineering into IT 
operations.
Why Monitoring & Observability 
Matter
• Detect issues early
• Improve MTTR (Mean Time to Repair)
• Ensure SLAs/SLOs are met
Difference Between Monitoring and 
Observability
• Monitoring: Tracks known 
metrics/events
• Observability: Infers system health 
through telemetry data
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Key Capabilities SREs Need in 
2025
• Unified Dashboards
• Real-time Alerting
• Distributed Tracing
• Log Correlation
• AI/ML-based Anomaly 
Detection
• Scalability and Multi-cloud 
Support
• SLO/SLA tracking
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Metrics & Dashboard 
Tools
Top Tools:
• Prometheus (open-source, de 
facto standard for time series)
• Grafana (flexible dashboarding 
across metrics/logs/traces)
• Datadog (cloud-native, full-
stack observability)
• Chronosphere (enterprise 
metrics monitoring at scale)
Key Features:
• Custom dashboards
• Alert rules & thresholds
• Easy integrations
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Logging Tools
Top Tools:
• ELK Stack (Elasticsearch, 
Logstash, Kibana)
• Loki (from Grafana Labs – 
lightweight, label-based)
• Fluentd / Fluent Bit (data 
collectors)
• Splunk (enterprise-level log 
analytics)
Use Cases:
• Real-time log correlation
• Root cause analysis
• Security incident tracking
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Tracing Tools
Top Tools:
• OpenTelemetry (industry-
standard, vendor-neutral)
• Jaeger (distributed tracing by 
CNCF)
• Zipkin (simple and effective 
trace visualization)
• Lightstep (advanced trace 
analytics)
Why It Matters:
• Understand service 
dependencies
• Troubleshoot latency issues
• Trace requests across 
microservices
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Alerting & Incident 
ManaTgoepm Toeonlst:
• PagerDuty (incident response 
automation)
• Opsgenie (alert routing & on-
call scheduling)
• VictorOps (real-time 
collaboration during incidents)
• Prometheus Alertmanager
Best Practices:
• Avoid alert fatigue
• Prioritize actionable alerts
• Integrate with chat tools (Slack, 
Teams)
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AI-Powered & 
Unified 
Platforms
Emerging Trends:
• AIOps: AI-assisted anomaly detection 
and root cause analysis
• Best Tools:
⚬ New Relic (end-to-end observability 
with AI)
⚬ Dynatrace (causal AI, auto-
discovery)
⚬ Honeycomb (high-cardinality 
observability)
⚬ AppDynamics (AI-driven insights for 
performance issues)
Benefits:
• Reduce noise
• Detect issues before impact
• Improve decision-making
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Summary & 
Recommendations
• Choose tools based on team maturity 
& stack
• Start with observability foundations 
(metrics, logs, traces)
• Use OpenTelemetry for standardization
• Combine tools with strong incident 
response practices
• Invest in automation & AI to scale 
operations
Next Steps:
• Audit current tool stack
• Align tools with SLOs
• Pilot one new tool in Q3
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Online & Corporate 
Training
FREE DEMO
From Real-Time Industry 
Experts 
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