Observability guides
Deep-dive guides from observability experts
All Articles
- All
- Observability
- General
- AIOps
- CSPM
- SOC
- CDN
- WAF
- Prometheus
- Kubernetes
- OpenSearch
- OpenTelemetry
- ELK
- SIEM
- MDR
- RUM
- APM
Error Budgets in SRE: How to Set, Measure, and Enforce Them
You can balance release velocity with reliability by setting an explicit allowance for failure rather...
Kubernetes Resource Optimization Strategies: A Production Guide for 2027
Every CPU request in your manifests is a bet on how a workload behaves, and...
Monitoring Microservices: A Practical Guide to Metrics, Logs, and Traces
Your checkout request in a microservices system can cross many services before it returns a...
Service Level Indicators: SLIs Explained
Every reliability conversation you have starts with a number both sides trust. Your service level indicator (SLI) gives that conversation a number that measures what users experience, as...
API Monitoring: What to Track, Key Metrics, and Tools
Every checkout, login, and mobile refresh your users make depends on a chain of APIs....
OpenShift vs. Kubernetes: Key Differences and How to Choose
You get the same orchestration engine with Red Hat OpenShift and Kubernetes. With OpenShift, you...
Top 10 Datadog Competitors and Alternatives You Should Know About in 2027
The right observability stack lets your team instrument every new service without first asking what...
What Is Prometheus Monitoring? Architecture, Use Cases, and Limitations
Prometheus puts a query language on top of every metric your services expose. A latency...
Shift Left vs. Shift Right: Testing Before and After Release
You can make your on-call rotation quieter by pairing early checks with production feedback. Whether...
What Is OpenShift? Architecture, Features, and Monitoring
Kubernetes gives your team a scheduler and an application programming interface (API) that run on...
Kubernetes vs. Docker: Key Differences and How They Work Together
A working docker-compose.yml is one of the most satisfying files in a backend repository. One...
Application Logging Best Practices: A Production Guide for 2026
A well-written log line can answer an incident question before anyone opens a dashboard, because...