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Production Engineering & SRE Postmortems.

Unfiltered incident postmortems, cloud architecture blueprints, observability best practices, and distributed systems tutorials written by practicing production engineers.

Featured Deep Dive7 min read
Incident PostmortemAug 12, 2026

Postmortem: The Flash Sale That Broke Our Load Balancer, Not Our Backend

10 healthy backend instances, 0% application error rate, and customers were still seeing HTTP 503 Service Unavailable. How we ruled out the container fleet and discovered the real fault one network hop earlier.

Ridwan Swastanto
Ridwan Swastanto
Founder & Platform Engineer @ VibeInfra
Read Complete Postmortem
Incident Postmortem7 min read

Postmortem: The Flash Sale That Broke Our Load Balancer, Not Our Backend

10 healthy backend instances, 0% application error rate, and customers were still seeing HTTP 503 Service Unavailable. How we ruled out the container fleet and discovered the real fault one network hop earlier.

#Load Balancing#Incident Triage#HAProxy
Aug 12, 2026Read
Cloud Architecture6 min read

Why 'Initializer' Stage Teams Don't Need Kubernetes Yet

A 4-stage infrastructure maturity model explaining why seed and early-stage teams should avoid Kubernetes complexity, what modern primitives to run instead, and the exact metric inflection points to graduate.

#Kubernetes#Startup Architecture#Platform Engineering
Aug 05, 2026Read
Cloud Architecture8 min read

High-Availability Multi-Region Cloud Architecture Blueprint

A battle-tested production blueprint detailing multi-region active-passive failover, cross-region VPC peering, isolated control planes, database replica lag management, and automated BGP DNS routing.

#VPC Peering#Multi-Region#Terraform
Jul 28, 2026Read
Observability & Metrics5 min read

Prometheus Alertmanager HA Routing, Inhibition Rules & Slack Deduplication

Step-by-step practical guide on structuring Alertmanager route trees, preventing pager fatigue with inhibition rules, and configuring cluster-level deduplication across high-availability Prometheus pairs.

#Prometheus#Alertmanager#PromQL
Jul 20, 2026Read
Kubernetes & Containers6 min read

Serverless Containers vs Kubernetes: Choosing the Right Abstraction in 2026

An objective, numbers-driven comparison evaluating total cost of ownership (TCO), cold start tail latency, operational burden, and autoscaling elasticity between managed serverless containers and dedicated EKS/GKE.

#Cloud Run#AWS ECS#Kubernetes
Jul 15, 2026Read
Systems & Web Performance7 min read

How We Optimized VibeInfra for Google Search & AI Engine Optimization (GEO)

A technical walkthrough on optimizing a high-performance engineering platform: 0-runtime JSON-LD schema hydration, Cloudflare Edge TTFB under 30ms, and structured llms.txt AI search engine indexing.

#Technical SEO#AI Optimization#Cloudflare Pages
Jul 08, 2026Read
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