Revision 116

Articles and updates:

• Kubescape becomes a CNCF incubating project (link)

• No, you don’t have to run like Google (link)

• Platform Engineering: Mastering Infrastructure Provisioning (link)

• From Traces to Insights: How to Analyze OpenTelemetry Data in Real-Time with SQL (link)

• Shopify’s Journey to Planet-Scale Observability (link)

• Backstage: The costliest mistake in platform engineering? (link)

• Why Infrastructure as Code Needs to be Secure by Default (link)

• How to Streamline Kubernetes Upgrades: How Often Should You Update (link)

• AI Agent Observability - Evolving Standards and Best Practices (link)

• Observability Trends in 2025 – What’s Driving Change? (link)

• Title Launch Observability at Netflix Scale (link)