Local-first DevOps demo
A DevOps bootcamp project just demoed a Kubernetes-based AI failure-monitoring stack using Spring Boot, Ollama/Gemma 2B for log models, RAG with Qdrant — and insisted the whole pipeline runs 100% locally for privacy. livingdevops.
The demo came from Living Devops, the training outfit that advertises a 16‑week, 32‑class Azure/DevOps bootcamp with a listed fee of 30,000 INR and cohorts starting Feb 21, 2026. livingdevops.com Public student and community repositories show the same engineering pattern the project used: a Spring‑centric semantic‑search demo called "vector‑demo" (Spring Boot + Qdrant + Ollama) and a production‑grade RAG pipeline repo "intelligent‑doc‑rag" with ~70% test coverage. github.com The team's emphasis that the entire pipeline run locally mirrors official tooling guides — Ollama's runtime and model listings document local model hosting, and Qdrant publishes a private RAG tutorial using Ollama and on‑prem vector stores. github.com Living Devops also maintains a public site and GitLab presence for course materials and project issues, and the organisation is registered as Livingdevops Private Limited (incorporated Aug 3, 2025). livingdevops.com
