Vadym Kazulkin's all blog posts
July 4, 2026
spring ai,java,amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai,generative ai,spring ai agentcore,model context protocol
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
java,amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai,generative ai,spring ai agentcore,model context protocol,spring 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
java,amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai,generative ai,spring ai agentcore,model context protocol,spring ai
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
aws sam,lambda cold start,serverless,java,amazon aurora dsql,amazon api gateway,aws,aws lambda snapstart,aws lambda
In this article, we’ll introduce several approaches to significantly improve the performance of our Lambda function…
June 8, 2026
aws sam,amazon dynamodb,lambda cold start,serverless,java,amazon api gateway,aws,aws lambda snapstart,aws lambda
In this article, we’ll introduce several approaches to significantly improve the performance of our Lambda function…
May 30, 2026
amazon dynamodb,lambda managed instances,serverless,java,amazon api gateway,aws,aws lambda,aws sam
In this article, we’ll explain how to implement scheduled scaling for the Lambda Managed Instances, using Amazon EventBridge Scheduler…
May 23, 2026
amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai,generative ai,model context protocol,spring ai,java
In this article, we look at how to deploy and run our MCP client on AgentCore Runtime, using the HTTP protocol…
May 16, 2026
aws,amazon bedrock,agentic ai,generative ai,model context protocol,spring ai,java,amazon bedrock agentcore,mcp
In this article, we’ll look at another alternative to AgentCore Runtime to host MCP servers on AgentCore – AgentCore Gateway…
May 9, 2026
aws,amazon bedrock,agentic ai,generative ai,model context protocol,spring ai,java,amazon bedrock agentcore,mcp
In this article, we’ll develop the MCP client, capable of talking to our application running on AgentCore Runtime…
May 2, 2026
generative ai,model context protocol,spring ai,java,amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai
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
model context protocol,spring ai,java,amazon bedrock agentcore,mcp,aws,amazon bedrock,agentic ai,generative ai
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,graalvm native image,lambda cold start,amazon api gateway,java,amazon aurora dsql,aws lambda,aws,aws sam
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
lambda cold start,amazon api gateway,java,aws lambda,aws,aws sam,amazon dynamodb,serverless
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…
April 12, 2026
amazon api gateway,java,amazon aurora dsql,aws lambda,aws,aws sam,aws lambda snapstart,serverless,lambda cold start
In this article we’ll use Lambda SnapStart with full priming and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and Aurora DSQL…
April 12, 2026
amazon api gateway,java,aws lambda,aws,aws sam,aws lambda snapstart,serverless,amazon dynamodb,lambda cold start
In this article we’ll use Lambda SnapStart with full priming and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and DynamoDB…