AMAmit Malhotrainvertro.hashnode.dev·5d ago · 13 min readFrom Application Request to GKE Deployment: What an Internal Developer Platform Actually AutomatesA developer asks for a new application environment. It sounds simple: “We need a new service running on GKE.” But in a modern Google Cloud environment, that request can trigger a long list of platfo00
AMAmit Malhotrainvertro.hashnode.dev·Aug 9 · 4 min readThe 7 Decisions Every Developer Makes Before Writing Their First Line of CodeMost engineering teams think developers spend their day writing software. In reality, writing code often comes much later. Before a developer can build a new application or microservice, they have to 00
DADaniel Anthony Romitelli Jrincraftedbydaniel.hashnode.dev·Aug 7 · 6 min readCreated Is Not Ready: Terraform Ordering vs. Azure Eventual ConsistencyThe deploy finished clean. Every resource reported created. The application died on startup anyway. The failures were never dramatic. A service asked for a secret and got told no. A database existed b00
OOpsphereinopsphere.hashnode.dev·Aug 5 · 9 min readWhy Healthy Kubernetes Clusters Still Produce Unhealthy ApplicationsAt 14:07, the deployment pipeline completed without a single warning. GitOps synchronized successfully. Kubernetes reported every Pod as Ready. The Deployment reached its desired replica count in less00
ASAnik Sikderinaniksikder.hashnode.dev·Jul 30 · 7 min readPublish-Subscribe: How Modern Systems Scale Without Becoming a MonolithWhen an online order is placed, the customer sees a simple message: "Your order has been confirmed." Behind that message, however, an entire chain of events begins. The inventory must be updated. Th00
EJEdwin Jonathaninedwinjonathand-devops.hashnode.dev·Jul 24 · 19 min readBuilding Production AI Observability on Kubernetes: OpenTelemetry, Langfuse, Prometheus & Grafana From Zero to ScaleBuilding Production-Grade AI Observability on Kubernetes Most AI teams are solving the wrong problem. Everyone is benchmarking models. Very few teams are benchmarking infrastructure. Production failur11T
KKKushneet Kaurincloudnativebykushneet.hashnode.dev·Jun 20 · 6 min readThe Open Source Republic "CNCF"This article is part of the Cloud Native from Scratch series — where I document my journey learning cloud native technologies from scratch, one concept at a time. Start from the beginning: Containers 00
KKKushneet Kaurincloudnativebykushneet.hashnode.dev·Jun 18 · 6 min readWhy Kubernetes Rules Modern InfrastructureThis article is part of the Cloud Native from Scratch series — where I document my journey learning cloud native technologies from scratch, one concept at a time. Start from the beginning: Containers 10
KKKushneet Kaurincloudnativebykushneet.hashnode.dev·Jun 16 · 5 min readContainers vs. Virtual Machines Every developer has lived through this nightmare. You spend three sleepless nights perfecting a feature. It runs flawlessly on your laptop. You push it to production — or hand it to a teammate — and b32V
BLBenjamin lapidintechnicalaifellow.hashnode.dev·May 7 · 6 min readComparing Approaches to AI in Modern Data Analytics: Tools and PlatformsThe market for AI-powered analytics platforms has exploded over the past three years, with offerings ranging from embedded AI features in traditional BI tools to purpose-built machine learning platforms to fully managed augmented analytics services. ...00