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Ömer Berat Sezer

PhD; AI & SW Engineer, DevOps, Solution Architect, 5x AWS Certified | AWS Community Builder in AI

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AI, Agents, AWS, DevOps

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Agentic-RAG with Terraform using AWS S3, Bedrock KnowledgeBase, OpenSearch Serverless, Strands-Agent, AgentCore, ECR

Agentic-RAG with Terraform using AWS S3, Bedrock KnowledgeBase, OpenSearch Serverless, Strands-Agent, AgentCore, ECR

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12 min read
Implementing RAG with Terraform using AWS S3, Bedrock KnowledgeBase, OpenSearch Serverless, IAM

Implementing RAG with Terraform using AWS S3, Bedrock KnowledgeBase, OpenSearch Serverless, IAM

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9 min read
🧬 AWS Bedrock AgentCore & Terraform: Strands Agentic Blog Creator on AgentCore Runtime, Memory

🧬 AWS Bedrock AgentCore & Terraform: Strands Agentic Blog Creator on AgentCore Runtime, Memory

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9 min read
Asking vs Delegating AI Agents 🧐

Asking vs Delegating AI Agents 🧐

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4 min read
🧬 AWS Strands Agentic Planner-Generator-Evaluator Pattern With Memory: Simple Blog Post Writer

🧬 AWS Strands Agentic Planner-Generator-Evaluator Pattern With Memory: Simple Blog Post Writer

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13 min read
🔥Simple DEV Blog Post Writer with LangGraph Multi Agents with Memory, AWS Bedrock Nova: Generator & Evaluator Pattern

🔥Simple DEV Blog Post Writer with LangGraph Multi Agents with Memory, AWS Bedrock Nova: Generator & Evaluator Pattern

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10 min read

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Skills vs Tools vs Rules vs MCP Tools 🧰🛠️ Hands-On with Langchain, AWS Bedrock Nova

Skills vs Tools vs Rules vs MCP Tools 🧰🛠️ Hands-On with Langchain, AWS Bedrock Nova

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12 min read
SubAgents: Langchain Agents as Tools with Langfuse using AWS Bedrock Nova

SubAgents: Langchain Agents as Tools with Langfuse using AWS Bedrock Nova

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9 min read
Langchain Agent with Structured Tools Schema & Langfuse using AWS Bedrock Nova 🤖

Langchain Agent with Structured Tools Schema & Langfuse using AWS Bedrock Nova 🤖

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7 min read
AWS Strands Agents 🧬 Sequential Multi Agent Workflow

AWS Strands Agents 🧬 Sequential Multi Agent Workflow

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6 min read
Multi-agents: Parallel Agents using Google ADK 🤖 Gemini, Fast API, Streamlit - Report Generation

Multi-agents: Parallel Agents using Google ADK 🤖 Gemini, Fast API, Streamlit - Report Generation

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8 min read
Multi-agents: Sequential Workflow using Google ADK 🤖 Gemini, Fast API, Streamlit - Create Game

Multi-agents: Sequential Workflow using Google ADK 🤖 Gemini, Fast API, Streamlit - Create Game

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7 min read
Agent with Memory, BuiltIn Search, LiteLLM using Google Agent Development Kit 🤖 Gemini, Fast API, Streamlit 🗃

Agent with Memory, BuiltIn Search, LiteLLM using Google Agent Development Kit 🤖 Gemini, Fast API, Streamlit 🗃

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8 min read
Agent with Local, Remote MCP Tools using AWS Strands Agents 🧬 Bedrock, Nova, Fast API, Streamlit

Agent with Local, Remote MCP Tools using AWS Strands Agents 🧬 Bedrock, Nova, Fast API, Streamlit

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7 min read
What is Google Agent Development Kit? 🤖 Agent with Local, Remote MCP Tools using ADK, Gemini, Fast API, Streamlit 🔧

What is Google Agent Development Kit? 🤖 Agent with Local, Remote MCP Tools using ADK, Gemini, Fast API, Streamlit 🔧

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9 min read
What is AWS Strands Agent? 🧬 AI App with AWS Strands, Bedrock, Nova, Fast API, Streamlit UI

What is AWS Strands Agent? 🧬 AI App with AWS Strands, Bedrock, Nova, Fast API, Streamlit UI

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4 min read
What is MLOps? 🧐 A Complete Guide to Architecture, MLOps Tools On-Prem, AWS, GCP, Azure

What is MLOps? 🧐 A Complete Guide to Architecture, MLOps Tools On-Prem, AWS, GCP, Azure

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7 min read
Why Learn Cloud/AWS? AWS Lambda, API Gateway, IAM Role, Policy with Hands-on Sample

Why Learn Cloud/AWS? AWS Lambda, API Gateway, IAM Role, Policy with Hands-on Sample

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6 min read
Why Learn Cloud/AWS? Provisioning AWS EC2s in VPC using Terraform with Hands-on Sample

Why Learn Cloud/AWS? Provisioning AWS EC2s in VPC using Terraform with Hands-on Sample

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6 min read
Open Source AI Content Detector APP with AWS Bedrock to separate COMPLETELY AI vs HUMAN generated posts: 🤖 vs 🧑

Open Source AI Content Detector APP with AWS Bedrock to separate COMPLETELY AI vs HUMAN generated posts: 🤖 vs 🧑

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2 min read
Top 15+ crictl commands with output | Debugging Kubernetes nodes

Top 15+ crictl commands with output | Debugging Kubernetes nodes

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5 min read
K8s Tutorial - Part 2: Learn and Master Kubernetes, Volume, Secret, Affinity, Taint-Toleration, PV, PVC, Job, RBAC, Ingress

K8s Tutorial - Part 2: Learn and Master Kubernetes, Volume, Secret, Affinity, Taint-Toleration, PV, PVC, Job, RBAC, Ingress

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11 min read
Letter in the Ocean: Why should we keep writing? COMPLETELY AI vs HUMAN generated posts: 🤖 vs 🧑

Letter in the Ocean: Why should we keep writing? COMPLETELY AI vs HUMAN generated posts: 🤖 vs 🧑

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2 min read
ClusterIP, NodePort, LoadBalancer, ExternalName, Headless Kubernetes Services with Hands-on Sample

ClusterIP, NodePort, LoadBalancer, ExternalName, Headless Kubernetes Services with Hands-on Sample

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8 min read
Rollout & Rollback Kubernetes Deployment with Hands-on Samples

Rollout & Rollback Kubernetes Deployment with Hands-on Samples

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10 min read
Scaling Up & Down, Horizontal Pod Autoscaling Kubernetes Deployments with Hands-on Samples

Scaling Up & Down, Horizontal Pod Autoscaling Kubernetes Deployments with Hands-on Samples

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12 min read
Multi-Container Sidecar Pattern on Kubernetes with Hands-on Sample

Multi-Container Sidecar Pattern on Kubernetes with Hands-on Sample

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9 min read
Creating Pod on Kubernetes Cluster, Minikube, Imperative & Declarative Way

Creating Pod on Kubernetes Cluster, Minikube, Imperative & Declarative Way

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8 min read
K8s Tutorial - Part 1: Learn and Master Kubernetes, Kubectl, Pods, Deployments, Network, Service

K8s Tutorial - Part 1: Learn and Master Kubernetes, Kubectl, Pods, Deployments, Network, Service

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13 min read
Top 30+ Ubuntu Linux Commands with Outputs, Every User Should Know

Top 30+ Ubuntu Linux Commands with Outputs, Every User Should Know

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6 min read
19 Important AWS CLI commands with Examples and Outputs for different AWS services

19 Important AWS CLI commands with Examples and Outputs for different AWS services

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8 min read
What Is Kubernetes? A Beginner's Guide to Container Orchestration

What Is Kubernetes? A Beginner's Guide to Container Orchestration

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5 min read
Top 20 Docker Commands with Examples and Outputs

Top 20 Docker Commands with Examples and Outputs

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4 min read
Docker Compose File Hands-on Sample to run Nodejs, Flask, PostgreSQL Containers Together

Docker Compose File Hands-on Sample to run Nodejs, Flask, PostgreSQL Containers Together

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3 min read
Learn Dockerfile, Container, Port Forwarding with Sample Flask Project with Hands-on

Learn Dockerfile, Container, Port Forwarding with Sample Flask Project with Hands-on

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4 min read
Learn Docker Volume and Bind Mounts using NGINX with Hands-on Sample

Learn Docker Volume and Bind Mounts using NGINX with Hands-on Sample

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5 min read
Docker Tutorial and Easy Guide to Master Dockerfile, Images, Containers, Commands, Volume, Network, Compose File

Docker Tutorial and Easy Guide to Master Dockerfile, Images, Containers, Commands, Volume, Network, Compose File

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9 min read
The Power of Containers: Why Docker is Essential in Cloud, AI, Software Engineering and DevOps

The Power of Containers: Why Docker is Essential in Cloud, AI, Software Engineering and DevOps

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5 min read
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