📰 Dev.to · Suhas Mallesh

Azure ML Pipelines + Azure DevOps: CI/CD for ML with Terraform 🔁

Agentic AWS - Day 2: Amazon Bedrock AgentCore Runtime

Vertex AI Pipelines + Cloud Build: CI/CD for ML on GCP with Terraform 🔁

Agentic AWS - Day 1: Amazon Bedrock AgentCore Gateway

SageMaker Pipelines: CI/CD for ML with Terraform 🔁

Azure ML Online Endpoints: Deploy Your Model to Production with Terraform 🚀

Vertex AI Endpoints: Deploy Your Model to Production with Terraform 🚀

SageMaker Endpoints: Deploy Your Model to Production with Terraform 🚀

Azure ML Workspace with Terraform: Your ML Platform on Azure 🔬

Vertex AI Workbench with Terraform: Your ML Workspace on GCP 🔬

SageMaker Studio Domain with Terraform: Your ML Workspace on AWS 🔬

Multi-Agent Orchestration on AWS: Supervisor Pattern with Terraform 🧠

Bedrock Agent Action Groups: Connect Your Agent to APIs with Terraform 🔌

Deploy Your First Bedrock Agent with Terraform: Model-Agnostic and Future-Proof 🤖

Auto-Sync RAG Pipeline: S3 Events to Bedrock Knowledge Base with Terraform ⚡

Spot the Savings 🎯 Run Non-Critical Workloads on Azure Spot VMs and Save Up to 90%

Your Deleted VMs in GCP Left Behind 500GB of Orphaned Disks (They're Still on Your Bill) 👻

Right-Size or Pay the Price 📏 VM SKU Optimization Strategy with Terraform

S3 Vectors for RAG: The Cheapest Vector Store for Bedrock Knowledge Bases with Terraform 💰

Cold Storage, Hot Savings 🧊 Automate Azure Blob Tiering with Terraform and Cut Storage Costs by 70%

You Already Own the License 🏷️ Enable Azure Hybrid Benefit in Terraform and Save 40% on Every Windows VM Instantly

Your Cloud Storage Bucket Has 2TB of Data Nobody Touched in 6 Months (You're Paying 16x Too Much) 💾

Stop Paying Full Price: Spot VMs Can Cut Your GCP Compute Bill by 91% 💰

Lights Out! 🌙 Your Dev VMs Run Full Power 24/7 But Your Devs Work 8 Hours - Scale Down and Stop Overpaying