Blog

Thoughts & Stories

Sharing my experiences, learnings, and adventures in tech and beyond.

Browse by Topic

DevOps & Cloud Infrastructure (116)Web Development (78)ERP Systems (66)Backend & APIs (50)AI & LLMs (45)Career Reflections (22)Software Development (19)Security (14)Product & SaaS (6)Cloud (5)AI / Machine Learning (5)University (1)Hackathons (1)

Incus/LXC System Containers vs Docker Application Containers

DevOps

July 20269 min read

Incus/LXC System Containers vs Docker Application Containers

System containers give you a persistent, full-OS Linux box that shares the host kernel. Here is when Incus/LXC beats both Docker and a VM, with a comparison table and real commands.

Kubernetes Gateway API vs Ingress: Why It Replaces Annotations

DevOps

July 20269 min read

Kubernetes Gateway API vs Ingress: Why It Replaces Annotations

Ingress crammed the load balancer and routing rules into one annotation-heavy resource. The Gateway API splits them into role-oriented pieces, GatewayClass, Gateway, and HTTPRoute, and it is now the recommended path after ingress-nginx reached end of life.

NATS JetStream vs Kafka for Teams That Do Not Need Kafka's Scale

Backend

July 20269 min read

NATS JetStream vs Kafka for Teams That Do Not Need Kafka's Scale

Kafka is the reflexive answer to "we need a message log," but for workloads under a million messages per second, NATS JetStream gives you durable streams and solid delivery guarantees with a fraction of the operational cost.

Request-Scoped Providers in NestJS: DI Gotchas

Backend

July 20269 min read

Request-Scoped Providers in NestJS: DI Gotchas

Request-scoped providers look like a one-line fix, but scope bubbles up your whole DI graph and costs latency. Here is how it works and why I reach for AsyncLocalStorage first.

End-to-End Type Safety with openapi-typescript

Backend

July 20269 min read

End-to-End Type Safety with openapi-typescript

Delete your hand-written API interfaces and generate them from the OpenAPI spec instead — how openapi-typescript and openapi-fetch give you a typed client and catch backend drift at compile time.

Distributed Tracing in NestJS with OpenTelemetry Auto-Instrumentation

Backend

July 20269 min read

Distributed Tracing in NestJS with OpenTelemetry Auto-Instrumentation

How I added distributed tracing to a NestJS API with OpenTelemetry auto-instrumentation — the SDK setup, context propagation, and exporting spans to a collector.

Showing 79–84 of 428 posts

Explore More

Projects

See the projects I've built

Experience

My professional career

Certifications

Professional certifications