✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 9 Configure AgentCore Observability
#java #springai #bedrockagentcore #observability
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 9 Configure AgentCore Observability
#java #springai #bedrockagentcore #observability
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 9 Configure AgentCore Observability
Introduction In part 6, we introduced our sample application...
dev.to
July 13, 2026 at 12:09 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 9 Configure AgentCore Observability
#java #springai #bedrockagentcore #observability
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 9 Configure AgentCore Observability
#java #springai #bedrockagentcore #observability
September 21st, 2026 | Release notes from aws-sdk-rust
Release September 21st, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.72.0): Amazon Bedrock AgentCore Harness now supports lifecycle hooks for invocations and tool calls, with Lambda, SNS, and EventBridge targets. This r...
github.com
September 21, 2026 at 7:13 PM
September 21st, 2026 | Release notes from aws-sdk-rust
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
Introduction In part 2, we explained how to deploy and run our conference search...
dev.to
May 26, 2026 at 2:54 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
AWS Config now supports 60 new resource types
AWS Config now tracks 60 more resource types you didn't know existed. Good news: it's automatic! Bad news: so is the bill. Enjoy monitoring AWS::BedrockAgentCore::PaymentManager while it monitors your wallet.
AWS Config now tracks 60 more resource types you didn't know existed. Good news: it's automatic! Bad news: so is the bill. Enjoy monitoring AWS::BedrockAgentCore::PaymentManager while it monitors your wallet.
September 2, 2026 at 6:03 PM
AWS Config now supports 60 new resource types
AWS Config now tracks 60 more resource types you didn't know existed. Good news: it's automatic! Bad news: so is the bill. Enjoy monitoring AWS::BedrockAgentCore::PaymentManager while it monitors your wallet.
AWS Config now tracks 60 more resource types you didn't know existed. Good news: it's automatic! Bad news: so is the bill. Enjoy monitoring AWS::BedrockAgentCore::PaymentManager while it monitors your wallet.
July 20th, 2026 | Release notes from aws-sdk-rust
Release July 20th, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.53.0): Add W3C trace context headers (traceparent, tracestate, baggage) and X-Amzn-Trace-Id to InvokeHarness request for end-to-end observability prop...
github.com
July 20, 2026 at 7:13 PM
July 20th, 2026 | Release notes from aws-sdk-rust
AWS Config now supports 9 new resource types
AWS Config now tracks 9 more resource types you didn't know existed, with names like "BedrockAgentCore::GatewayTarget" that sound like a sci-fi villain's lair. Don't worry, they'll auto-bill you for monitoring resources you forgot you deployed.
AWS Config now tracks 9 more resource types you didn't know existed, with names like "BedrockAgentCore::GatewayTarget" that sound like a sci-fi villain's lair. Don't worry, they'll auto-bill you for monitoring resources you forgot you deployed.
June 3, 2026 at 6:03 PM
AWS Config now supports 9 new resource types
AWS Config now tracks 9 more resource types you didn't know existed, with names like "BedrockAgentCore::GatewayTarget" that sound like a sci-fi villain's lair. Don't worry, they'll auto-bill you for monitoring resources you forgot you deployed.
AWS Config now tracks 9 more resource types you didn't know existed, with names like "BedrockAgentCore::GatewayTarget" that sound like a sci-fi villain's lair. Don't worry, they'll auto-bill you for monitoring resources you forgot you deployed.
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
Introduction In part 2, we explained how to deploy and run our conference search...
dev.to
May 11, 2026 at 3:09 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
#aws #java #springai #bedrockagentcore
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
Introduction In part 2, we explained how to deploy and run our conference search...
dev.to
May 18, 2026 at 2:24 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
#aws #java #springai #bedrockagentcore
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
Introduction In the article Introduction to Spring AI, we introduced the sample...
dev.to
May 4, 2026 at 2:24 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
#aws #java #springai #bedrockagentcore
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
Introduction In part 5, we looked at how to deploy and run our MCP client on AgentCore...
dev.to
June 22, 2026 at 2:39 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
#aws #java #springai #bedrockagentcore
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
Introduction In part 7, we explained how to add and use AgentCore short-term Memory to our...
dev.to
July 6, 2026 at 2:09 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
#aws #java #springai #bedrockagentcore
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
#aws #java #springai #bedrockagentcore
September 17th, 2026 | Release notes from aws-sdk-rust
Release September 17th, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.71.0): Batch evaluation now supports evaluating specific traces within a session. Each session can specify up to 100 trace IDs to evaluate.
aws-sdk-co...
github.com
September 17, 2026 at 7:15 PM
September 17th, 2026 | Release notes from aws-sdk-rust
今日のQiitaトレンド
Jevとは何か？ 従来型LLMやAIエージェントとの違いを理解する
Jevは文章の分類や条件判定の結果を確率で返すAIモデルです。
AIに次の行動を委ねる従来のLLMエージェントとは異なり、Jevは判定のみを行い、実際の処理分岐はプログラム側で制御します。
これにより、判断ロジックの透明性が高まり、低コストで高速な実行が可能になります。
柔軟な対応が必要な場合はAIエージェントを、定型的な処理を効率的に行いたい場合はJevをというように、特性に応じた使い分けを推奨しています。
Jevとは何か？ 従来型LLMやAIエージェントとの違いを理解する
Jevは文章の分類や条件判定の結果を確率で返すAIモデルです。
AIに次の行動を委ねる従来のLLMエージェントとは異なり、Jevは判定のみを行い、実際の処理分岐はプログラム側で制御します。
これにより、判断ロジックの透明性が高まり、低コストで高速な実行が可能になります。
柔軟な対応が必要な場合はAIエージェントを、定型的な処理を効率的に行いたい場合はJevをというように、特性に応じた使い分けを推奨しています。
Jevとは何か？ 従来型LLMやAIエージェントとの違いを理解する #BedrockAgentCore - Qiita
はじめに Jevは、文章や業務データを読み取り、分類・採点・条件判定の結果を確率付きで返すAIモデルです。 モデルが返す結果は、アプリケーションが処理を分岐する場面に利用することが想定されています。プログラムは条件を明確に判定し、複雑な制御に応用することが可能です。 この...
qiita.com
September 19, 2026 at 11:58 PM
今日のQiitaトレンド
Jevとは何か？ 従来型LLMやAIエージェントとの違いを理解する
Jevは文章の分類や条件判定の結果を確率で返すAIモデルです。
AIに次の行動を委ねる従来のLLMエージェントとは異なり、Jevは判定のみを行い、実際の処理分岐はプログラム側で制御します。
これにより、判断ロジックの透明性が高まり、低コストで高速な実行が可能になります。
柔軟な対応が必要な場合はAIエージェントを、定型的な処理を効率的に行いたい場合はJevをというように、特性に応じた使い分けを推奨しています。
Jevとは何か？ 従来型LLMやAIエージェントとの違いを理解する
Jevは文章の分類や条件判定の結果を確率で返すAIモデルです。
AIに次の行動を委ねる従来のLLMエージェントとは異なり、Jevは判定のみを行い、実際の処理分岐はプログラム側で制御します。
これにより、判断ロジックの透明性が高まり、低コストで高速な実行が可能になります。
柔軟な対応が必要な場合はAIエージェントを、定型的な処理を効率的に行いたい場合はJevをというように、特性に応じた使い分けを推奨しています。
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
Upgrade sample application to Embabel 1.5 to support Spring Boot 4.x and Spring AI 2.x In...
dev.to
September 7, 2026 at 2:09 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
#java #springai #embabel #bedrockagentcore
September 3rd, 2026 | Release notes from aws-sdk-rust
Release September 3rd, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.67.0): Adds log group name prefix trace source selection, custom or source log group result destinations, and metrics namespace customization
aws-sdk-...
github.com
September 3, 2026 at 7:13 PM
September 3rd, 2026 | Release notes from aws-sdk-rust
📦 async-aws/bedrock-agent-core 1.0.0
BedrockAgentCore client, part of the AWS SDK provided by AsyncAws.
🔗 https://github.com/async-aws/bedrock-agent-core
BedrockAgentCore client, part of the AWS SDK provided by AsyncAws.
🔗 https://github.com/async-aws/bedrock-agent-core
August 30, 2026 at 3:58 PM
📦 async-aws/bedrock-agent-core 1.0.0
BedrockAgentCore client, part of the AWS SDK provided by AsyncAws.
🔗 https://github.com/async-aws/bedrock-agent-core
BedrockAgentCore client, part of the AWS SDK provided by AsyncAws.
🔗 https://github.com/async-aws/bedrock-agent-core
August 21st, 2026 | Release notes from aws-sdk-rust
Release August 21st, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.63.0): Increase spans count from 1k to 20k
aws-sdk-bedrockagentcorecontrol (1.76.0): Update Dataset schema to THIRDPARTYEVALUATIONV1
aws-sdk-cloudwatc...
github.com
August 21, 2026 at 7:17 PM
August 21st, 2026 | Release notes from aws-sdk-rust
AWS architecture blocks hijacked agents from accessing unauthorized data using Bedrock AgentCore and IAM controls. #AI #Security #AWS #BedrockAgentCore #AgentSecurity #CloudSecurity thedailytechfeed.com/aws-details-...
August 20, 2026 at 5:23 PM
AWS architecture blocks hijacked agents from accessing unauthorized data using Bedrock AgentCore and IAM controls. #AI #Security #AWS #BedrockAgentCore #AgentSecurity #CloudSecurity thedailytechfeed.com/aws-details-...
August 14th, 2026 | Release notes from aws-sdk-rust
Release August 14th, 2026 · awslabs/aws-sdk-rust
Service Features:
aws-sdk-bedrockagentcore (1.59.0): Add support for the Machine Payments Protocol (MPP) and x402 upto scheme payments protocol in Amazon Bedrock AgentCore Payments. Customers can ...
github.com
August 14, 2026 at 7:13 PM
August 14th, 2026 | Release notes from aws-sdk-rust
AWS Config now supports 15 new resource types
AWS Config now tracks 15 more resource types you didn't know existed, with names like "BedrockAgentCore::ApiKeyCredentialProvider" because why use 3 words when 5 will do? Don't worry, they'll auto-bill you for monitoring them.
AWS Config now tracks 15 more resource types you didn't know existed, with names like "BedrockAgentCore::ApiKeyCredentialProvider" because why use 3 words when 5 will do? Don't worry, they'll auto-bill you for monitoring them.
August 3, 2026 at 8:03 PM
AWS Config now supports 15 new resource types
AWS Config now tracks 15 more resource types you didn't know existed, with names like "BedrockAgentCore::ApiKeyCredentialProvider" because why use 3 words when 5 will do? Don't worry, they'll auto-bill you for monitoring them.
AWS Config now tracks 15 more resource types you didn't know existed, with names like "BedrockAgentCore::ApiKeyCredentialProvider" because why use 3 words when 5 will do? Don't worry, they'll auto-bill you for monitoring them.
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 3 Develop Agents as web application with Embabel
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 3 Develop Agents as web application with Embabel
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 3 Develop Agents as web application with Embabel
Introduction In part 2, we developed our first AI agents with the Embabel shell. We...
dev.to
August 3, 2026 at 1:09 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 3 Develop Agents as web application with Embabel
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 3 Develop Agents as web application with Embabel
#java #springai #embabel #bedrockagentcore
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 2 Develop Agents with Embabel shell
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 2 Develop Agents with Embabel shell
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 2 Develop Agents with Embabel shell
Introduction In part 1, we addressed some challenges when developing AI agents with Spring...
dev.to
July 27, 2026 at 3:39 PM
✍️ New blog post by Vadym Kazulkin
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 2 Develop Agents with Embabel shell
#java #springai #embabel #bedrockagentcore
Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 2 Develop Agents with Embabel shell
#java #springai #embabel #bedrockagentcore