ML vs MLops

DevOps Took 10 Years to Mature.

MLOps is distinct from DevOps and solves unique problems, requiring a different approach

Medium · DevOps

Praesto: A Kubernetes Operator for Node-Local ML Model Caching with CSI

Learn how Praesto, a Kubernetes Operator, optimizes ML model caching for Node-Local storage with CSI, reducing costs and improving performance

Medium · DevOps

Beyond `ollama run`: Production-Ready DeepSeek R1 Deployment with vLLM and Nginx

Learn to deploy DeepSeek R1 with vLLM and Nginx for production-ready environments, moving beyond local development

Dev.to · Shannon Dias

MCP Health Check: Building Production Monitoring for Your MCP Server — What I Learned After 84 Production Outages

Learn to build production monitoring for your MCP server to minimize outages and ensure smooth operation

Dev.to AI