An AWS blog post details an end-to-end pattern for building ambient agents—agents triggered by event streams rather than chat prompts—on Amazon Bedrock AgentCore. The reference implementation is fully serverless, combining S3 event notifications, Lambda, DynamoDB, and SQS with AgentCore Runtime hosting, and defaults to Anthropic Claude Sonnet 4.5. It matters to practitioners as a production blueprint for event-driven agents with human-in-the-loop approval gates.
Amazon Bedrock AgentCore now offers observability for AI agents built with Strands Agents, LangGraph, and CrewAI, running on EKS, ECS, Lambda, on-premises, or other clouds like GCP and Azure. This extends monitoring beyond AWS to help practitioners track agent performance across hybrid environments.
Amazon Bedrock AgentCore now offers observability for AI agents built with Strands Agents, LangGraph, and CrewAI, running on EKS, ECS, Lambda, on-premises, or other clouds like GCP and Azure. This extends monitoring beyond AWS to help practitioners track agent performance across hybrid environments.
An AWS blog post argues that agents working in notebooks fail in production, where teams inherit operational work unrelated to the agent's reasoning. It maps ten such burdens and positions Amazon Bedrock AgentCore, plus Bedrock Guardrails, as the migration path.
An AWS blog post argues that agents working in notebooks fail in production, where teams inherit operational work unrelated to the agent's reasoning. It maps ten such burdens and positions Amazon Bedrock AgentCore, plus Bedrock Guardrails, as the migration path.
An AWS blog post details a defense-in-depth authorization pattern for Model Context Protocol (MCP) tool invocations on Amazon Quick. A single AWS Lambda REQUEST interceptor attached to an Amazon Bedrock AgentCore Gateway evaluates OIDC JWT claims through four sequential gates — MFA verification, country geo-fencing, group-based RBAC, and tool permission checks — before business logic runs. The walkthrough uses Microsoft Entra ID as the identity provider and targets regulated organizations needing granular access control for compliance.
An AWS blog post details a defense-in-depth authorization pattern for Model Context Protocol (MCP) tool invocations on Amazon Quick. A single AWS Lambda REQUEST interceptor attached to an Amazon Bedrock AgentCore Gateway evaluates OIDC JWT claims through four sequential gates — MFA verification, country geo-fencing, group-based RBAC, and tool permission checks — before business logic runs. The walkthrough uses Microsoft Entra ID as the identity provider and targets regulated organizations needing granular access control for compliance.
AWS published guidance on asynchronous invocation patterns for Amazon Bedrock AgentCore agents in serverless pipelines, which remove idle compute costs while agents process requests. The post uses a real-estate financing document validation example to illustrate the pattern.
AWS published guidance on asynchronous invocation patterns for Amazon Bedrock AgentCore agents in serverless pipelines, which remove idle compute costs while agents process requests. The post uses a real-estate financing document validation example to illustrate the pattern.
An AI agent that follows a real incident-response workflow: ingesting incidents, investigating root causes with hypotheses and evidence, and generating postmortems. LLMs drive investigation, remediation recommendations, and postmortem writing, with Hindsight providing long-term memory so lessons carry across incidents. It targets engineering teams that want automated incident triage and learning instead of an isolated chatbot.
An AI agent that follows a real incident-response workflow: ingesting incidents, investigating root causes with hypotheses and evidence, and generating postmortems. LLMs drive investigation, remediation recommendations, and postmortem writing, with Hindsight providing long-term memory so lessons carry across incidents. It targets engineering teams that want automated incident triage and learning instead of an isolated chatbot.