Suhas Mallesh

5 min read

Cover image for Deploy Your First Vertex AI Agent with Terraform and ADK: Model-Agnostic and Future-Proof 🤖

Suhas Mallesh

Mar 14

Deploy Your First Vertex AI Agent with Terraform and ADK: Model-Agnostic and Future-Proof 🤖

#googlecloud #ai #devops #terraform

4

5 min read

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

Suhas Mallesh

Mar 13

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

#aws #ai #devops #terraform

5 min read

Cover image for Auto-Sync RAG Pipeline: Blob Events to Azure AI Search with Terraform ⚡

Suhas Mallesh

Mar 12

Auto-Sync RAG Pipeline: Blob Events to Azure AI Search with Terraform ⚡

#azure #ai #terraform #devops

6 min read

Cover image for Auto-Sync RAG Pipeline: GCS Events to Vertex AI RAG Engine with Terraform ⚡

Suhas Mallesh

Mar 11

Auto-Sync RAG Pipeline: GCS Events to Vertex AI RAG Engine with Terraform ⚡

#ai #googlecloud #terraform #devops

5 min read

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

Suhas Mallesh

Mar 10

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

#aws #terraform #ai #devops

5 min read

Cover image for GCP Defaults Every VM to Premium Network and You're Paying 40% More for Egress You Don't Need 🌐

Suhas Mallesh

Mar 9

GCP Defaults Every VM to Premium Network and You're Paying 40% More for Egress You Don't Need 🌐

#terraform #devops #cloud #googlecloud

6 min read

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

Suhas Mallesh

Mar 8

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

#azure #terraform #devops #cloud

7 min read

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

Suhas Mallesh

Mar 7

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

#gcp #terraform #devops #cloud

6 min read

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

Suhas Mallesh

Mar 6

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

#azure #terraform #devops #cloud

7 min read

Cover image for Cosmos DB Vector Search for RAG: NoSQL-Native DiskANN on Azure with Terraform 🔎

Suhas Mallesh

Mar 5

Cosmos DB Vector Search for RAG: NoSQL-Native DiskANN on Azure with Terraform 🔎

#azure #terraform #devops #ai

6 min read

Cover image for AlloyDB AI with pgvector for RAG: SQL-Native Vector Search on GCP with Terraform 🔎

Suhas Mallesh

Mar 4

AlloyDB AI with pgvector for RAG: SQL-Native Vector Search on GCP with Terraform 🔎

#gcp #terraform #devops #ai

6 min read

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

Suhas Mallesh

Mar 3

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

#aws #terraform #cloud #ai

5 min read

Cover image for Bedrock Knowledge Base Advanced RAG with Terraform: Chunking, Hybrid Search, and Reranking 🧠

Suhas Mallesh

Mar 2

Bedrock Knowledge Base Advanced RAG with Terraform: Chunking, Hybrid Search, and Reranking 🧠

#aws #terraform #devops #ai

5 min read

Cover image for Vertex AI RAG Engine Advanced RAG with Terraform: Chunking, Hybrid Search, and Reranking 🧠

Suhas Mallesh

Mar 1

Vertex AI RAG Engine Advanced RAG with Terraform: Chunking, Hybrid Search, and Reranking 🧠

#gcp #terraform #devops #ai

6 min read

Cover image for Azure AI Search Advanced RAG with Terraform: Hybrid Search, Semantic Ranking, and Agentic Retrieval 🧠

Suhas Mallesh

Feb 28

Azure AI Search Advanced RAG with Terraform: Hybrid Search, Semantic Ranking, and Agentic Retrieval 🧠

#azure #terraform #devops #ai

6 min read

Cover image for That e2-standard-4 Uses 12% of Its CPU: Right-Size It and Save 40% Instantly 📐

Suhas Mallesh

Feb 27

That e2-standard-4 Uses 12% of Its CPU: Right-Size It and Save 40% Instantly 📐

#gcp #terraform #cloud #devops

6 min read

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

Suhas Mallesh

Feb 26

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

#azure #terraform #devops #cloud

6 min read

Cover image for Vertex AI Audit Logging with Terraform: Track Every AI Call from Prompt to Response 📋

Suhas Mallesh

Feb 25

Vertex AI Audit Logging with Terraform: Track Every AI Call from Prompt to Response 📋

#gcp #ai #terraform #devops

6 min read

Cover image for Azure AI Search RAG with Terraform: Your First RAG Pipeline on Azure 🔍

Suhas Mallesh

Feb 25

Azure AI Search RAG with Terraform: Your First RAG Pipeline on Azure 🔍

#azure #ai #terraform #devops

4 min read

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

Suhas Mallesh

Feb 25

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

#azure #devops #cloud #terraform

6 min read

Cover image for Bedrock Invocation Logging with Terraform: Every AI Call Tracked for Compliance 📋

Suhas Mallesh

Feb 25

Bedrock Invocation Logging with Terraform: Every AI Call Tracked for Compliance 📋

#aws #terraform #devops #ai

5 min read

Cover image for Vertex AI RAG Engine with Terraform: Your First RAG Pipeline on GCP 🔍

Suhas Mallesh

Feb 24

Vertex AI RAG Engine with Terraform: Your First RAG Pipeline on GCP 🔍

#gcp #terraform #devops #ai

4 min read

Cover image for Cloud Logging is Silently Eating Your GCP Budget at $0.50/GB (Here's How One Team Saved $140K) 📊

Suhas Mallesh

Feb 24

Cloud Logging is Silently Eating Your GCP Budget at $0.50/GB (Here's How One Team Saved $140K) 📊

#gcp #terraform #cloud #devops

6 min read

Cover image for Azure AI Foundry Diagnostic Logging with Terraform: Every AI Call Tracked for Compliance 📋

Suhas Mallesh

Feb 24

Azure AI Foundry Diagnostic Logging with Terraform: Every AI Call Tracked for Compliance 📋

#azure #ai #terraform #devops

5 min read

Cover image for Bedrock Knowledge Base with Terraform: Your First RAG Pipeline on AWS 🔍

Suhas Mallesh

Feb 23

Bedrock Knowledge Base with Terraform: Your First RAG Pipeline on AWS 🔍

#aws #ai #terraform #devops

4 min read

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

Suhas Mallesh

Feb 23

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

#gcp #terraform #cloud #devops

5 min read

Cover image for Your Cloud Bill Has Ghosts 👻 Orphaned Disks, IPs, and NICs Are Haunting Your Azure Subscription

Suhas Mallesh

Feb 22

Your Cloud Bill Has Ghosts 👻 Orphaned Disks, IPs, and NICs Are Haunting Your Azure Subscription

#azure #terraform #devops #cloud

7 min read

Cover image for Your Dev Environment Runs at Full Capacity 24/7 But Your Team Works 8 Hours: Scale It Down and Save 65% ⏰

Suhas Mallesh

Feb 21

Your Dev Environment Runs at Full Capacity 24/7 But Your Team Works 8 Hours: Scale It Down and Save 65% ⏰

#gcp #terraform #devops #cloud

6 min read

Cover image for Azure AI Foundry Content Safety with Terraform: RAI Policies + Content Filters as Code 🛡️

Suhas Mallesh

Feb 20

Azure AI Foundry Content Safety with Terraform: RAI Policies + Content Filters as Code 🛡️

#azure #terraform #devops #ai

5 min read

Cover image for Vertex AI Safety with Terraform: Model Armor + Gemini Content Filters as Code 🛡️

Suhas Mallesh

Feb 20

Vertex AI Safety with Terraform: Model Armor + Gemini Content Filters as Code 🛡️

#gcp #terraform #devops #ai

5 min read

Cover image for Bedrock Guardrails with Terraform: Stop Your AI from Going Rogue 🛡️

Suhas Mallesh

Feb 19

Bedrock Guardrails with Terraform: Stop Your AI from Going Rogue 🛡️

#aws #terraform #devops #ai

11 min read

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

Suhas Mallesh

Feb 19

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

#gcp #terraform #cloud #devops

5 min read

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

Suhas Mallesh

Feb 19

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

#azure #terraform #devops #cloud

8 min read

Cover image for AWS Won't Stop Charging You. Ever. Deploy Budget Alerts as Code with Terraform Before It's Too Late 🔥

Suhas Mallesh

Feb 18

AWS Won't Stop Charging You. Ever. Deploy Budget Alerts as Code with Terraform Before It's Too Late 🔥

#aws #devops #cloud #terraform

10 min read

Cover image for Your Azure Bill Hit $20K and Nobody Noticed 😱 Deploy Budget Alerts as Code with Terraform

Suhas Mallesh

Feb 18

Your Azure Bill Hit $20K and Nobody Noticed 😱 Deploy Budget Alerts as Code with Terraform

#azure #terraform #devops #cloud

7 min read

Cover image for Never Get a Surprise GCP Bill Again: Budget Alerts as Code with Terraform 🚨

Suhas Mallesh

Feb 18

Never Get a Surprise GCP Bill Again: Budget Alerts as Code with Terraform 🚨

#gcp #terraform #devops #cloud

5 min read

Cover image for Your Azure Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

Suhas Mallesh

Feb 17

Your Azure Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

#azure #terraform #devops #ai

7 min read

Cover image for Your GCP Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

Suhas Mallesh

Feb 17

Your GCP Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

#gcp #terraform #devops #ai

7 min read

Cover image for Stop the Bleed: Enforce Mandatory Tagging on Azure with Terraform & Azure Policy

Suhas Mallesh

Feb 17

Stop the Bleed: Enforce Mandatory Tagging on Azure with Terraform & Azure Policy

#azure #terraform #devops #cloud

6 min read

Cover image for Label Everything or Lose Everything: The #1 GCP Cost Move You're Probably Skipping 🏷️

Suhas Mallesh

Feb 17

Label Everything or Lose Everything: The #1 GCP Cost Move You're Probably Skipping 🏷️

#gcp #terraform #devops #cloud

4 min read

Cover image for Your AWS Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

Suhas Mallesh

Feb 16

Your AWS Account is AI-Ready: Deploy your first AI endpoint with Terraform in 10 minutes⚡

#aws #terraform #devops #ai

5 min read

Cover image for AWS Data Transfer Pricing Makes No Sense - Until You See This Cheat Sheet 🗺️

Suhas Mallesh

Feb 16

AWS Data Transfer Pricing Makes No Sense - Until You See This Cheat Sheet 🗺️

#aws #terraform #devops #cloud

6 min read

Cover image for Your Aurora Database Runs at 10% Capacity Most of the Day - Let It Scale to Match 🎢

Suhas Mallesh

Feb 14

Your Aurora Database Runs at 10% Capacity Most of the Day - Let It Scale to Match 🎢

#aws #terraform #devops #database

5 min read

Cover image for Stop Overpaying for Secrets You Never Rotate: Migrate to SSM Parameter Store with Terraform 🔐

Suhas Mallesh

Feb 14

Stop Overpaying for Secrets You Never Rotate: Migrate to SSM Parameter Store with Terraform 🔐

#aws #terraform #cloud #devops

5 min read

Cover image for That 500GB EBS Volume is 90% Empty: Right-Size It and Stop Wasting Money 💾

Suhas Mallesh

Feb 14

That 500GB EBS Volume is 90% Empty: Right-Size It and Stop Wasting Money 💾

#aws #terraform #devops #ebs

7 min read

Cover image for Your Lambda Memory is Wrong: Auto-Tune It and Save 40% in Minutes ⚡

Suhas Mallesh

Feb 12

Your Lambda Memory is Wrong: Auto-Tune It and Save 40% in Minutes ⚡

#aws #terraform #lambda #devops

6 min read

Cover image for Running Redis 24/7? You're Leaving 40% on the Table Without Reserved Nodes 🔥

Suhas Mallesh

Feb 12

Running Redis 24/7? You're Leaving 40% on the Table Without Reserved Nodes 🔥

#aws #terraform #redis #devops

5 min read

Cover image for Your Dev Database Has Multi-AZ Enabled (You're Paying Double for No Reason) 💸

Suhas Mallesh

Feb 12

Your Dev Database Has Multi-AZ Enabled (You're Paying Double for No Reason) 💸

#aws #terraform #dynamodb #devops

5 min read

Cover image for DynamoDB On-Demand is Bleeding You Dry: Switch to Provisioned and Save 60% 💰

Suhas Mallesh

Feb 11

DynamoDB On-Demand is Bleeding You Dry: Switch to Provisioned and Save 60% 💰

#aws #terraform #devops #dynamodb