The Workstation Blog
Backend
Posts tagged Backend.
NebulaDB vs Agent Memory Platforms: Why Open-Source Wins
A comprehensive comparison of NebulaDB — an open-source AI-native hybrid database written in Rust — against the category of agent memory platforms. Discover why NebulaDB's multi-protocol architecture, SQL-native vector functions, and streaming RAG pipeline make it the superior choice for most AI workloads.
Balinder WaliaRead 
Hosting AI Models on AWS Bedrock and Azure AI Foundry: Cost Control That Scales
Run production AI on AWS Bedrock and Azure AI Foundry with clear patterns for model choice, caching, batching, quotas, and FinOps—so innovation does not blow the cloud bill.
Balinder WaliaRead 
NebulaCR: Enterprise OCI Registry, Observability, and Compliance Without Compromise
Professional overview of NebulaCR: Rust OCI registry with nebula-registry and nebula-auth, zero-trust OIDC for humans and CI, SCIM lifecycle, Prometheus and OpenTelemetry, multi-region replication, pull-through cache, and Kubernetes Helm deployment—synthesised from the upstream docs/ and README.
Balinder WaliaRead 
NebulaCB: Enterprise-Grade Couchbase Management That Saves the Day
How NebulaCB, the open-source Couchbase mission control from nebulacb.org, helps enterprises upgrade fearlessly, validate XDCR and data integrity, run Kubernetes-native operations, and use local AI (Ollama) for RCA—so teams ship changes without losing data or sleep.
Balinder WaliaRead 
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