Suhas Mallesh

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

Suhas Mallesh

Apr 25

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

#azure #ai #devops #machinelearning

5 min read

Cover image for Agentic AWS - Day 2: Amazon Bedrock AgentCore Runtime

Suhas Mallesh

Apr 24

Agentic AWS - Day 2: Amazon Bedrock AgentCore Runtime

#aws #ai #agents #terraform

8 min read

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

Suhas Mallesh

Apr 24

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

#googlecloud #ai #devops #machinelearning

5 min read

Cover image for Agentic AWS - Day 1: Amazon Bedrock AgentCore Gateway

Suhas Mallesh

Apr 23

Agentic AWS - Day 1: Amazon Bedrock AgentCore Gateway

#aws #ai #agents #terraform

7 min read

Cover image for SageMaker Pipelines: CI/CD for ML with Terraform 🔁

Suhas Mallesh

Apr 23

SageMaker Pipelines: CI/CD for ML with Terraform 🔁

#aws #devops #machinelearning #ai

5 min read

Cover image for Azure ML Feature Store with Terraform: Managed Feature Materialization for Training and Inference 🗃️

Suhas Mallesh

Apr 17

Azure ML Feature Store with Terraform: Managed Feature Materialization for Training and Inference 🗃️

#azure #machinelearning #ai #devops

5 min read

Cover image for Vertex AI Feature Store with Terraform: BigQuery Offline + Bigtable Online Serving 🗃️

Suhas Mallesh

Apr 16

Vertex AI Feature Store with Terraform: BigQuery Offline + Bigtable Online Serving 🗃️

#gcp #terraform #mlops #ai

5 min read

Cover image for SageMaker Feature Store with Terraform: Centralized ML Features for Training and Inference 🗃️

Suhas Mallesh

Apr 15

SageMaker Feature Store with Terraform: Centralized ML Features for Training and Inference 🗃️

#aws #terraform #ai #machinelearning

4 min read

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

Suhas Mallesh

Apr 13

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

#azure #ai #devops #machinelearning

5 min read

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

Suhas Mallesh

Apr 12

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

#googlecloud #ai #machinelearning #devops

4 min read

Cover image for SageMaker Endpoints: Deploy Your Model to Production with Terraform 🚀

Suhas Mallesh

Apr 11

SageMaker Endpoints: Deploy Your Model to Production with Terraform 🚀

#ai #machinelearning #devops #aws

5 min read

Cover image for Azure ML Workspace with Terraform: Your ML Platform on Azure 🔬

Suhas Mallesh

Apr 3

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

#azure #ai #machinelearning #devops

5 min read

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

Suhas Mallesh

Apr 2

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

#googlecloud #ai #machinelearning #devops

1

5 min read

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

Suhas Mallesh

Apr 1

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

#aws #ai #machinelearning #devops

5 min read

Cover image for Azure AI Agent + Bing Grounding: Real-Time Web Search with Terraform 📚

Suhas Mallesh

Mar 28

Azure AI Agent + Bing Grounding: Real-Time Web Search with Terraform 📚

#azure #ai #agents #devops

1

5 min read

Cover image for Vertex AI Agent + Google Search Grounding: Real-Time Facts with ADK and Terraform 📚

Suhas Mallesh

Mar 27

Vertex AI Agent + Google Search Grounding: Real-Time Facts with ADK and Terraform 📚

#googlecloud #ai #agents #devops

5 min read

Cover image for Bedrock Agent + Knowledge Base: Ground Your Agent in Real Data with Terraform 📚

Suhas Mallesh

Mar 26

Bedrock Agent + Knowledge Base: Ground Your Agent in Real Data with Terraform 📚

#aws #ai #agents #devops

5 min read

Cover image for Multi-Agent Orchestration on Azure: Workflow Patterns with Agent Framework and Terraform 🧠

Suhas Mallesh

Mar 23

Multi-Agent Orchestration on Azure: Workflow Patterns with Agent Framework and Terraform 🧠

#azure #ai #agents #devops

2

5 min read

Suhas Mallesh

Mar 23

Free AI Courses

#ai #agentskills #machinelearning #deeplearning

2

1 min read

Cover image for Multi-Agent Systems on GCP: Workflow Patterns with ADK and Terraform 🧠

Suhas Mallesh

Mar 22

Multi-Agent Systems on GCP: Workflow Patterns with ADK and Terraform 🧠

#googlecloud #ai #agents #devops

5 min read

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

Suhas Mallesh

Mar 22

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

#aws #ai #agents #devops

1

5 min read

Cover image for Azure AI Agent Function Calling: Connect Your Agent to APIs with Terraform 🔌

Suhas Mallesh

Mar 21

Azure AI Agent Function Calling: Connect Your Agent to APIs with Terraform 🔌

#azure #ai #agents #devops

5 min read

Cover image for Vertex AI Agent Tools: Connect Your Agent to APIs with ADK and Terraform 🔌

Suhas Mallesh

Mar 20

Vertex AI Agent Tools: Connect Your Agent to APIs with ADK and Terraform 🔌

#googlecloud #ai #agents #devops

1

5 min read

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

Suhas Mallesh

Mar 19

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

#aws #ai #agents #devops

5 min read

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

Suhas Mallesh

Mar 15

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

#azure #ai #devops #terraform

1

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

2

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

1

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

1

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

2

1

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

1

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

3

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

2

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

2

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

2

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

2

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

2

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

3

2

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

1

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

3

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

2

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

3

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 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

1

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

1

4 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

1

5 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

1

6 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

2

4 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

1

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

1

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

2

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

2

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

1

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

2

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

1

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

1

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

1

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

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