About

DevOps and SRE Engineer, Kubernetes, GitOps, Observability

Hey, I'm Subodh, based in Mumbai.

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I'm a DevOps and SRE engineer. I spend my time building and breaking infrastructure: Kubernetes clusters, GitOps pipelines, CI/CD, and observability stacks. I've run production Kubernetes for an e-commerce platform serving over a million users a month and for a healthcare AI platform.

This blog is where I write up things I figured out the hard way: config quirks, debugging sessions, homelab experiments, the occasional opinion. No tutorials copied from docs. Mostly things I wish existed when I was searching at 2am.

2+years in DevOps / SRE
1M+monthly users on platforms I helped run
30+microservices on ArgoCD GitOps
<15 minRPO with Velero disaster recovery

Cloud & orchestration

GCPGCP
AWSAWS
AzureAzure
KubernetesKubernetes
DockerDocker
HelmHelm
TerraformTerraform
AnsibleAnsible
ArgoCDArgoCD
IstioIstio
EnvoyEnvoy

Delivery, security & observability

JenkinsJenkins
GitHub ActionsActions
GitLab CIGitLab CI
PrometheusPrometheus
GrafanaGrafana
OpenTelemetryOTel
ELKELK Stack
SonarQubeSonarQube
TrivyTrivy
VaultVault
NGINXNGINX

Code, data & daily drivers

PythonPython
BashBash
GoGo
RustRust
JavaScriptJavaScript
FastAPIFastAPI
PostgreSQLPostgreSQL
MongoDBMongoDB
RedisRedis
MySQLMySQL
GitGit
GitHubGitHub
LinuxLinux
NeovimNeovim

Web & content

StrapiStrapi CMS
ReactReact
Next.jsNext.js
AstroAstro

What I do

☸️ Kubernetes at scale

Managed clusters on GKE and EKS for platforms running dozens of microservices, deployed with Helm.

πŸ” GitOps delivery

ArgoCD with automated self-healing across 30+ microservices, plus Jenkins, GitLab CI and GitHub Actions pipelines.

πŸ—οΈ Infrastructure as code

Terraform for AWS (EKS, RDS), Ansible for configuring fleets of servers.

πŸ”­ Observability and SLOs

Prometheus, Grafana and SLO/SLI thinking, so problems show up before users notice.

πŸ›‘οΈ DevSecOps

SonarQube, OWASP ZAP and Trivy in the pipeline, with least-privilege IAM and Velero disaster recovery.

🧩 Web and CMS

Frontends in React, Next.js and Astro, with Strapi as a headless CMS behind them.

Learning and exploring

πŸ€– MLOps with Kubeflow

Taking ML workloads from notebooks to reliable pipelines on Kubernetes.

πŸšͺ Gateway API and Envoy

Modern traffic routing for clusters, using Envoy Gateway in my own lab.

πŸ“‘ OpenTelemetry

Vendor-neutral traces, metrics and logs, instead of one tool per signal.

πŸ” Supply chain security

Scanning images and dependencies early, so problems are caught before they reach production.

Homelab

I run two separate setups. One is deliberately tiny, the other is a real cluster.

My VPS

🌐 mrsubodh.xyz

Portfolio and main site

Self-hosted IRC relay chat server

πŸ› οΈ Woodpecker CI

Lightweight CI for personal projects

πŸ“ˆ Beszel

Server monitoring

πŸ—„οΈ PocketBase

Self-hosted backend and database

πŸ“ Filebrowser

Cloud storage and file management

πŸ”” ntfy

Push notifications from anywhere

The bare-metal Kubernetes lab Β· 3 nodes, AlmaLinux

master-k8s-01

Control plane

node-k8s-01

Worker

node-k8s-02

Worker

Running on it: Harbor registry, ArgoCD, Jenkins, MetalLB, Envoy Gateway, Prometheus and Grafana.

Currently working on

☸️ E-commerce on Kubernetes

Production platform with Harbor, Envoy Gateway and Jenkins CI/CD

πŸ¦€ Rust / Axum APIs

REST APIs optimised for 100MB RAM servers

πŸ”­ Observability

Self-hosted monitoring and alerting pipelines

Certifications

KCNA

Kubernetes and Cloud Native Associate

AWS Certified Cloud Practitioner

AWS fundamentals

AWS Certified AI Practitioner

AI and ML on AWS

IBM DevOps Professional

DevOps practices and tooling

Education

M.Sc. Computer Science, BK Birla College, Mumbai. 2nd Rank, Distinction.

Get in touch

Code and homelab configs

Work and career

subodhkamble099@gmail.com

If my notes saved you time

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Always learning. Always breaking something in the homelab.