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On-Premises Datacenter Servers for AI Workloads; Lenovo, Dell, and HPE Comparison

· 30 min read
DevOps Team
DevOps & Infrastructure Team
AI/ML Team
Artificial Intelligence and Machine Learning Team

Choosing the right datacenter server for AI workloads requires balancing performance, GPU compatibility, total cost of ownership, and vendor lifecycle management. This guide compares enterprise servers from the three leading vendors—Lenovo, Dell, and HPE—with a focus on AI/ML capabilities.

1 Million Postgres Connections

· 3 min read
DevOps Team
DevOps & Infrastructure Team

Scaling PostgreSQL to handle 1 million concurrent clients is impossible directly, but with proper architecture, pooling, and load balancing, it can be achieved safely.

This article explains a practical setup using:

  • PostgreSQL primary and replicas
  • PgBouncer connection poolers
  • Traefik TCP load balancer
  • Docker Swarm orchestration

An Offline Chatbot

· 2 min read
Engineering Team
Internal Engineering Team

We recently had a challenge to take EVE (Our flagship Chatbot product) offline i.e to work via normal sms chats. This post takes you through our research journey.