Log Aggregation in 2026 — Loki, ClickHouse, OpenSearch, or Datadog

Picking a log aggregator in 2026: Loki for cheap storage, ClickHouse for query power, OpenSearch for full-text, Datadog when you can pay. Decision matrix and patterns.

April 30, 2026 · 3 min · 580 words · Manvendra Rajpoot

Kubernetes Cost Engineering in 2026 — Where the Money Actually Goes

Practical Kubernetes cost reduction in 2026. Right-size requests / limits, Karpenter for node management, VPA / HPA, spot pools, and the dashboards that find waste.

April 30, 2026 · 3 min · 543 words · Manvendra Rajpoot

Dockerfile Best Practices in 2026 — Small, Fast, Secure

Modern Dockerfile patterns: multi-stage builds, BuildKit cache mounts, distroless images, non-root users, and the boring habits that produce small, fast, secure images.

April 30, 2026 · 3 min · 630 words · Manvendra Rajpoot

Chaos Engineering in 2026 — Game Days That Actually Find Bugs

Chaos engineering done right. Game days, failure injection (Chaos Mesh, Gremlin), what to test, the observability needed, and the cultural shifts that make it stick.

April 30, 2026 · 4 min · 642 words · Manvendra Rajpoot

Argo Workflows vs Airflow vs Dagster vs Prefect in 2026

Picking a workflow orchestrator in 2026. Argo Workflows for Kubernetes-native; Airflow for mature ETL; Dagster for data-aware orchestration; Prefect for Python-first. The decision matrix.

April 30, 2026 · 3 min · 465 words · Manvendra Rajpoot

Health Checks That Don't Lie — Liveness, Readiness, and Startup Probes in 2026

Why most health checks lie, the difference between liveness and readiness, dependency-aware checks, startup probes for slow boots, and the patterns that surface real problems.

April 30, 2026 · 3 min · 571 words · Manvendra Rajpoot

Cloud Cost Optimization in 2026 — The Tactics That Actually Work

Tactics that produce real cloud savings: right-sizing, spot, savings plans, egress, idle cleanup, multi-cloud arbitrage, FinOps culture, and the diagnostic tools that find waste.

April 30, 2026 · 3 min · 588 words · Manvendra Rajpoot

Serverless in 2026 — Where It Won, Where It Didn't

An honest 2026 take on serverless. The use cases that won (event-driven, edge, low-traffic APIs), the ones that didn’t (long-running, stateful), and the operational realities.

April 30, 2026 · 3 min · 479 words · Manvendra Rajpoot

Observability 2.0 — SLOs, Wide Events, and the End of Three Pillars

What changed in observability since 2020. Wide events vs three-pillars, SLOs as the unit of conversation, OTel’s role, and how to actually find problems in production.

April 30, 2026 · 3 min · 447 words · Manvendra Rajpoot

CI/CD Best Practices in 2026 — Fast, Safe, Boring

What good CI/CD looks like in 2026. Pipeline speed, caching, parallelism, branch protection, deploy gates, and the boring habits that compound.

April 30, 2026 · 3 min · 587 words · Manvendra Rajpoot