Vadym Kazulkin's all blog posts
July 18, 2026
java,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,generative ai,embabel,aws
Introduction to the series, how to build AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore…
July 11, 2026
mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,spring ai agentcore,generative ai,java
In this part of the series, we’ll explore how to configure AgentCore Observability…
July 4, 2026
mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,spring ai agentcore,generative ai,java
In this article, we’ll explain how to add and use AgentCore long-term Memory to our application with the help of Spring AI AgentCore Memory…
June 27, 2026
model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,spring ai agentcore,generative ai,java,mcp,agentic ai
In this article, we explained how to add and use AgentCore short-term Memory to our application with the help of Spring AI AgentCore Memory…
June 20, 2026
spring ai,amazon bedrock agentcore,amazon bedrock,aws,spring ai agentcore,generative ai,java,mcp,agentic ai,model context protocol
In this article, we’ll use Spring AI AgentCore Starter in our sample application to deploy and run our MCP client on AgentCore Runtime…
June 15, 2026
lambda cold start,serverless,amazon api gateway,amazon aurora dsql,aws sam,aws lambda snapstart,aws,aws lambda,java
In this article, we’ll introduce additional Lambda performance optimization approaches…
June 8, 2026
lambda cold start,serverless,amazon api gateway,aws sam,aws lambda snapstart,aws,amazon dynamodb,aws lambda,java
In this article, we’ll introduce additional Lambda performance optimization approaches…
May 30, 2026
serverless,amazon api gateway,aws sam,aws,amazon dynamodb,aws lambda,java,lambda managed instances
In this article, we’ll explain how to implement scheduled scaling for the Lambda Managed Instances…
May 23, 2026
amazon bedrock,aws,generative ai,java,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore
In this article, we look at how to deploy and run our MCP client on AgentCore Runtime…
May 16, 2026
generative ai,java,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws
In this article, we’ll look at another alternative to AgentCore Runtime to host MCP servers on AgentCore – AgentCore Gateway…
May 9, 2026
generative ai,java,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws
In this article, we’ll develop the MCP client, capable of talking to our application running on AgentCore Runtime…
May 2, 2026
generative ai,java,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws
In this article, we’ll explain how to deploy and run our conference search application on the Amazon Bedrock AgentCore Runtime as the MCP server…
April 25, 2026
mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,generative ai,java
In the first part of the series about building AI Agents with Spring AI and Amazon Bedrock AgentCore we’ll make an introduction to the series and topics we’ll cover there…
April 18, 2026
serverless,amazon api gateway,lambda cold start,aws sam,amazon aurora dsql,aws lambda,aws,graalvm native image,java
In this article we’ll use GraalVM Native Image and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and Aurora DSQL…
April 18, 2026
aws sam,aws lambda,amazon dynamodb,aws,java,serverless,amazon api gateway,lambda cold start
In this article we’ll use GraalVM Native Image and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and DynamoDB…