Vadym Kazulkin's all blog posts
May 30, 2026
aws sam,java,aws lambda,amazon api gateway,serverless,lambda managed instances,amazon dynamodb,aws
In this article, we’ll explain how to implement scheduled scaling for the Lambda Managed Instances…
May 23, 2026
java,generative ai,mcp,model context protocol,amazon bedrock agentcore,aws,agentic ai,spring ai,amazon bedrock
In this article, we look at how to deploy and run our MCP client on AgentCore Runtime…
May 16, 2026
generative ai,mcp,model context protocol,amazon bedrock agentcore,aws,agentic ai,spring ai,amazon bedrock,java
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,mcp,model context protocol,amazon bedrock agentcore,aws,agentic ai,spring ai,amazon bedrock,java
In this article, we’ll develop the MCP client, capable of talking to our application running on AgentCore Runtime…
May 2, 2026
generative ai,mcp,model context protocol,amazon bedrock agentcore,aws,agentic ai,spring ai,amazon bedrock,java
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
amazon bedrock agentcore,aws,agentic ai,spring ai,amazon bedrock,java,generative ai,mcp,model context protocol
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 sam,aws graalvm native image,aws lambda,amazon api gateway,serverless,aws,amazon aurora dsql,java,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 Aurora DSQL…
April 18, 2026
aws lambda,amazon api gateway,serverless,aws,java,amazon dynamodb,lambda cold start,aws sam,aws 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 DynamoDB…
April 12, 2026
amazon api gateway,serverless,aws,amazon aurora dsql,java,lambda cold start,aws sam,aws lambda snapstart,aws lambda
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
java,lambda cold start,amazon dynamodb,aws sam,aws lambda snapstart,aws lambda,amazon api gateway,serverless,aws
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
amazon aurora dsql,java,lambda cold start,aws sam,aws lambda snapstart,aws lambda,amazon api gateway,serverless,aws
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
java,lambda cold start,amazon dynamodb,aws sam,aws lambda snapstart,aws lambda,amazon api gateway,serverless,aws
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
java,lambda cold start,aws sam,aws lambda snapstart,aws lambda,amazon api gateway,serverless,aws,amazon aurora dsql
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
lambda cold start,aws sam,aws lambda snapstart,amazon dynamodb,aws lambda,amazon api gateway,serverless,aws,java
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
lambda cold start,aws sam,aws lambda,amazon api gateway,serverless,aws,java,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…
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