Engineering Insights

API Monitoring Demystified

Deep dives into uptime, reliability engineering, incident response, and the art of keeping APIs healthy at scale.

EngineeringMay 24, 2026· 9 min read· By Sofia Andrade

Observability vs Monitoring: What Engineering Teams Need in 2026

Understand the difference between observability and monitoring, when each matters, and how third-party status data closes the gap between known and unknown failures.

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Engineering10 min read

OpenTelemetry Getting Started: A Practical Guide for SaaS Teams

A practical OpenTelemetry getting-started guide: what to instrument first, which SDKs to pick, how to ship to any backend, and the mistakes to avoid in production.

Sofia Andrade · May 24, 2026
Engineering10 min read

Distributed Tracing Best Practices for Microservices in 2026

Distributed tracing best practices for microservices: span design, sampling, context propagation, third-party calls, and the pitfalls that make traces useless during incidents.

Sofia Andrade · May 23, 2026
DevOps9 min read

Chaos Engineering Introduction: Build Reliability by Breaking Things on Purpose

A practical chaos engineering introduction: principles, game days, third-party failure injection, and how to start without taking production down.

James Okafor · May 23, 2026
DevOps11 min read

Kubernetes Cluster Monitoring: A Complete Guide for SRE Teams

What to monitor in a Kubernetes cluster, which metrics matter, how to detect control plane issues, and how to combine internal metrics with cloud provider status.

Sofia Andrade · May 22, 2026
DevOps9 min read

Serverless Monitoring: How to Track AWS Lambda Reliability in Production

How to monitor AWS Lambda in production: cold starts, throttles, async failures, cost spikes, and how regional AWS status fits into the picture.

Marcus Webb · May 22, 2026
Engineering9 min read

GraphQL API Monitoring: Beyond REST Health Checks

GraphQL API monitoring done right: schema observability, resolver latency, error coalescing, persisted queries, and the metrics REST monitoring tools miss.

Sofia Andrade · May 21, 2026
Monitoring11 min read

Microservices Monitoring Strategy: From Health Checks to SLOs

A practical microservices monitoring strategy: golden signals, service-level objectives, dependency mapping, and how third-party status fits the picture.

James Okafor · May 21, 2026
Engineering10 min read

AI API Reliability: Monitoring OpenAI, Anthropic, and the LLM Stack

How to monitor AI API reliability in production: token quotas, model degradation, latency spikes, multi-provider fallback, and live LLM vendor status.

Marcus Webb · May 20, 2026
Monitoring9 min read

Edge & CDN Uptime Monitoring: Cloudflare, Fastly, and Akamai in Production

How to monitor edge and CDN uptime in production: PoP-level outages, cache hit ratios, edge functions, DNS, and how regional CDN status affects your users.

Lena Hoffmann · May 19, 2026
Blog – Cloud Monitoring Insights & Engineering Best Practices