The Workstation Blog
All Posts
Hands-on guides to AI infrastructure, MLOps, models, and shipping to production.
AI-Powered Database Troubleshooting: Intelligent Monitoring, Anomaly Detection, and Auto-Remediation
Leverage AI and machine learning for automated database troubleshooting, anomaly detection, query optimization, and intelligent alerting across MySQL, PostgreSQL, MongoDB, Redis, and Couchbase in production environments.
Balinder WaliaRead 
Couchbase High Availability in Production: XDCR, Kubernetes Operator, and Multi-Region Deployment
Complete guide to running Couchbase Server in high availability production environments with XDCR multi-region replication, Couchbase Autonomous Operator on Kubernetes, across AWS, Azure, GCP, and bare metal k3s with Rancher.
Balinder WaliaRead 
Production Database Backup Strategies That Actually Work: MySQL and PostgreSQL
Battle-tested database backup strategies for MySQL and PostgreSQL in production. Covers physical and logical backups, PITR, WAL archiving, automated scheduling, cloud storage, and disaster recovery across AWS, Azure, GCP, and k3s.
Balinder WaliaRead 
Longhorn Storage for Production k3s Clusters: Dynamic PVC Expansion, Replication, and Disaster Recovery
Complete production guide for Longhorn distributed storage on k3s/Rancher clusters. Covers dynamic PVC expansion, multi-region replication, backup to S3/GCS/Azure, disaster recovery, and performance tuning for database workloads.
Balinder WaliaRead 
MongoDB High Availability in Production: Replica Sets, Sharding, and Kubernetes Operators
Complete production guide for MongoDB high availability using Replica Sets, Sharding, MongoDB Community Kubernetes Operator, and Percona Operator across AWS, Azure, GCP, and bare metal k3s with Rancher.
Balinder WaliaRead 
MySQL High Availability in Production: InnoDB Cluster, Group Replication, and Kubernetes Operators
Complete guide to running MySQL in high availability production environments using InnoDB Cluster, Group Replication, MySQL Operator, and Percona XtraDB Cluster across AWS, Azure, GCP, and bare metal k3s with Rancher.
Balinder WaliaRead 
PostgreSQL High Availability with Crunchy Data PGO: Enterprise Kubernetes Deployment
Production guide for deploying highly available PostgreSQL using Crunchy Data PGO (Postgres Operator) across AWS, Azure, GCP, and bare metal k3s/Rancher with comprehensive backup, monitoring, and multi-region strategies.
Balinder WaliaRead 
PostgreSQL High Availability with Zalando Postgres Operator: Multi-Cloud Kubernetes Deployment Guide
Complete guide to deploying highly available PostgreSQL clusters using the Zalando Postgres Operator on Kubernetes across AWS EKS, Azure AKS, Google GKE, and bare metal k3s with Rancher.
Balinder WaliaRead 
PostgreSQL Native High Availability: Patroni, Streaming Replication, and Production Failover Strategies
Master PostgreSQL native high availability using Patroni, streaming replication, logical replication, and HAProxy for automatic failover across AWS, Azure, GCP, and bare metal k3s environments.
Balinder WaliaRead 
Redis High Availability in Production: Sentinel, Cluster, and Kubernetes Operators
Complete production guide for Redis high availability using Sentinel, Redis Cluster, Redis Operator for Kubernetes, and Dragonfly/KeyDB alternatives across AWS, Azure, GCP, and bare metal k3s with Rancher.
Balinder WaliaRead