Kubeflow + k3s: an Enterprise MLOps Platform in Your Home Lab
Deploy the same MLOps platform used by Google, Bloomberg and Spotify on your own machine with k3s. Automated ML pipelines, a model registry
Cloud & DevOps (37 articles)
Bulwark Gateway: Deploy a Security Proxy for AI Agents on Kubernetes
Deploy Bulwark Gateway on Kubernetes: a fail-closed proxy with a regex hot path, ML scanners, semantic enrichment, SDK and red teaming to pr
Migrating Cloud Witness to a New Storage Account via Private Endpoint
In production environments with Windows Server Failover Cluster (WSFC), the Cloud Witness-based quorum uses an Azure Storage Account as witn
Disk management on Azure VMs with Terragrunt: how to map guest OS IDs to managed disks
A common scenario in teams managing Azure infrastructure with IaC: the Windows systems team opens a ticket requesting disk changes on a VM.
Cost optimization in AKS: maxPods, the invisible bottleneck
You receive a cost-optimization ticket. A classic scenario: an AKS with 3 nodes, only 2 real application pods, CPU at 8% and memory at 12%,
Dify + FastAPI: an AI Agent that Deploys Virtual Machines On Demand
We build an agent in Dify that receives natural-language specifications and automatically deploys VMs via a FastAPI + Vagrant API
From ChromaDB to Qdrant: migrate your RAG to production with Docker
Why migrate from ChromaDB to Qdrant
How to build a RAG from scratch: practical guide for Ops
What is a RAG
How to Migrate WordPress to Static Site with Python
Why abandon WordPress
ama-metrics-ksm on CrashLoopBackOff in AKS: Diagnosis and Solution by Azure Monitor Configuration
ama-metrics-ksm on CrashLoopBackOff in AKS: Diagnosis and Solution by Azure Monitor Configuration