Vadym Kazulkin's all blog posts
May 16, 2026
agentic ai,mcp,aws,generative ai,java,amazon bedrock,amazon bedrock agentcore,spring ai,model context protocol
In this article, we’ll look at another alternative to AgentCore Runtime to host MCP servers on AgentCore – AgentCore Gateway…
May 9, 2026
mcp,aws,generative ai,java,amazon bedrock,amazon bedrock agentcore,spring ai,model context protocol,agentic ai
In this article, we’ll develop the MCP client, capable of talking to our application running on AgentCore Runtime…
May 2, 2026
mcp,aws,generative ai,java,amazon bedrock,amazon bedrock agentcore,spring ai,model context protocol,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
mcp,aws,generative ai,java,amazon bedrock,amazon bedrock agentcore,spring ai,model context protocol,agentic 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
aws,serverless,aws lambda,amazon api gateway,java,aws sam,lambda cold start,amazon aurora dsql,graalvm native image
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,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,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…
April 12, 2026
aws lambda snapstart,aws,serverless,aws lambda,amazon api gateway,java,aws sam,lambda cold start,amazon aurora dsql
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
aws,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,lambda cold start,aws lambda snapstart
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…
April 5, 2026
aws,serverless,aws lambda,amazon api gateway,java,aws sam,lambda cold start,amazon aurora dsql,aws lambda snapstart
In this article we’ll use Lambda SnapStart with Aurora DSQL database request priming and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and Aurora DSQL…
April 5, 2026
aws,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,lambda cold start,aws lambda snapstart
In this article we’ll use Lambda SnapStart with DynamoDB request priming and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and DynamoDB…
March 29, 2026
aws,serverless,aws lambda,amazon api gateway,java,aws sam,lambda cold start,amazon aurora dsql,aws lambda snapstart
In this article we’ll introduce Lambda SnapStart and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and Aurora DSQL…
March 29, 2026
aws,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,lambda cold start,aws lambda snapstart
In this article we’ll introduce Lambda SnapStart and provide its performance measurements for the application using Lambda with Java 25 API, Gateway and DynamoDB…
March 22, 2026
aws,serverless,aws lambda,amazon api gateway,java,aws sam,lambda cold start,amazon aurora dsql
In this article, we’ll measure the performance (cold and warm start times) of the Lambda function of our sample application without any optimizations…
March 22, 2026
aws,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,lambda cold start
In this article, we’ll measure the performance (cold and warm start times) of the Lambda function of our sample application without any optimizations…
March 15, 2026
aws,serverless,aws lambda,amazon api gateway,amazon dynamodb,java,aws sam,lambda cold start
In this article, we’ll introduce our sample serverless application on AWS which uses Lambda with Java 25, API Gateway and DynamoDB…