Vadym Kazulkin's all blog posts
August 15, 2026
amazon s3 files,serverless,amazon api gateway,aws lambda durable functions,aws lambda,aws,java
In this part of the series, we’ll explore how to use the AWS Lambda Durable Execution SDK for Java to create and execute durable steps synchronously and asynchronously…
August 8, 2026
amazon s3 files,serverless,amazon api gateway,aws lambda durable functions,aws lambda,aws,java
In this article, we’ll cover introduction the series and AWS services used throughout the series…
August 1, 2026
embabel,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,generative ai,java
In this article, we’ll cover how to develop a web application with Embabel…
July 25, 2026
embabel,mcp,agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,generative ai,java
In this article, we’ll cover how to develop Agents with Embabel shell…
July 18, 2026
agentic ai,model context protocol,spring ai,amazon bedrock agentcore,amazon bedrock,aws,generative ai,java,embabel,mcp
In this article, we’ll introduce the Embabel framework and the series on how to build AI Agents with Embabel, Spring AI, and Amazon Bedrock AgentCore…
July 11, 2026
model context protocol,spring ai,amazon bedrock agentcore,aws,amazon bedrock,java,generative ai,spring ai agentcore,mcp,agentic ai
In this part of the series, we’ll explore how to configure AgentCore Observability, which provides visibility into logging, tracing, and monitoring…
July 4, 2026
amazon bedrock agentcore,java,amazon bedrock,generative ai,spring ai agentcore,mcp,agentic ai,model context protocol,aws,spring ai
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,generative ai,spring ai agentcore,mcp,agentic ai,model context protocol,aws,spring ai,amazon bedrock agentcore
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
generative ai,spring ai agentcore,mcp,agentic ai,model context protocol,aws,spring ai,amazon bedrock agentcore,java,amazon bedrock
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
serverless,amazon api gateway,aws sam,aws,java,aws lambda,lambda cold start,amazon aurora dsql,aws lambda snapstart
In this article, we’ll introduce several approaches to significantly improve the performance of our Lambda function…
June 8, 2026
serverless,amazon api gateway,aws sam,aws,java,aws lambda,lambda cold start,amazon dynamodb,aws lambda snapstart
In this article, we’ll introduce several approaches to significantly improve the performance of our Lambda function…
May 30, 2026
aws sam,aws,java,aws lambda,amazon dynamodb,lambda managed instances,serverless,amazon api gateway
In this article, we’ll explain how to implement scheduled scaling for the Lambda Managed Instances, using Amazon EventBridge Scheduler…
May 23, 2026
generative ai,mcp,agentic ai,model context protocol,aws,spring ai,amazon bedrock agentcore,java,amazon bedrock
In this article, we look at how to deploy and run our MCP client on AgentCore Runtime, using the HTTP protocol…
May 16, 2026
generative ai,mcp,agentic ai,model context protocol,aws,spring ai,amazon bedrock agentcore,java,amazon bedrock
In this article, we’ll look at another alternative to AgentCore Runtime to host MCP servers on AgentCore – AgentCore Gateway…
May 9, 2026
mcp,agentic ai,model context protocol,aws,spring ai,amazon bedrock agentcore,java,amazon bedrock,generative ai
In this article, we’ll develop the MCP client, capable of talking to our application running on AgentCore Runtime…