Skip to main content

Blog

In-depth analysis, decision frameworks, and real-world insights for senior platform engineers.

Complete guide to implementing AI in platform engineering: AI governance solutions for Shadow AI, best AI code assistants, AIOps platforms, MLOps infrastructure, and internal developer portal best practices. Verified ROI data and case studies.

Compare 5 leading PaaS platforms with real pricing data, technical trade-offs, and decision frameworks. Which AWS abstraction layer is right for your team?

Cilium vs Istio Ambient comparison with benchmarks: 8% vs 99% mTLS overhead, architecture analysis, and decision framework for production deployments in 2025.

Terraform vs OpenTofu comparison 2025: licensing, features, migration guide. Includes Fidelity's 50K state file case study and decision framework for when to switch.

Migrate from Ingress NGINX before March 2026 deadline. Four-phase migration framework, controller comparison, and step-by-step Gateway API implementation.

Production guide to OpenTelemetry eBPF Instrumentation (OBI): deploy zero-code observability with under 2% CPU overhead. Covers Kubernetes setup, SDK vs eBPF decision framework, and limitations to know.

OpenTSLM and Datadog Toto bring LLM reasoning to metrics and logs. Analysis of emerging AI paradigm, production readiness, and what platform engineers need to know.

Compare Port, OpsLevel, Cortex, and Backstage for your team. Real pricing ($39-$69/user/month), implementation timelines (30 days vs 6 months), and decision framework by team size.