12 tracked signals on Bedrock.
Evaluating multi-agent systems for explainability and helpfulness with Amazon Bedrock AgentCore
AWS Machine Learning Blog · Oct 05, 2026
AWS launches managed evaluation framework for multi-agent systems with explainability as a first-class dimension
“Traditional evaluation approaches that focus only on model response quality are insufficient for agentic systems, where correctness depends on tool selection, workflow execution, and adherence to business constraints.”
Add secure Web Search to Claude Desktop with Amazon Bedrock AgentCore
AWS Machine Learning Blog · Oct 02, 2026
AWS adds secure enterprise web search to Claude Desktop via Amazon Bedrock AgentCore Gateway
“All query traffic stays within AWS infrastructure, with no external API keys to manage and no queries leaving your boundary.”
DTW 2026 - Latest AWS AI Innovations as of H1 2026 | AWS Events
AWS (re:Invent) · Sep 01, 2026
AWS AI Factories bring full cloud AI stack including Bedrock on-premise to telco data centers.
“it's not only about GPUs and AWS AI chips, but we also bring services like AWS Bedrock and SageMaker into the customer premise”
Deploying Anthropic Claude apps gateway for AWS for enterprise workloads
AWS Machine Learning Blog · Aug 11, 2026
AWS publishes production reference architecture for self-hosted Claude enterprise governance gateway
How we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools
AWS Machine Learning Blog · Aug 05, 2026
AWS engineers built a WebSocket/native-messaging bridge letting cloud agents call local MCP servers.
“This is the same pattern that powers products like Claude Cowork, a cloud agent calling local tools through MCP, but fully self-hosted on AWS with your own model and custom tool servers.”
Generate Autonomous Business Insights with AI Agent and MCP Servers
AWS Machine Learning Blog · Jul 29, 2026
AWS Bedrock AgentCore lets enterprises deploy multi-system AI agents via configuration, not custom code
“Businesses should not need an engineering team just to ask questions about their own data.”
Agentic retrieval for Amazon Bedrock Managed Knowledge Base
AWS Machine Learning Blog · Jul 23, 2026
AWS Bedrock now offers agentic retrieval that iterates multi-step searches for complex queries
“Agentic retrieval plans and iterates over retrieval and can generate a response in the same call.”
Build a test suite that grows with your agent with dataset management in Amazon Bedrock AgentCore
AWS Machine Learning Blog · May 28, 2026
Amazon Bedrock AgentCore adds versioned dataset management for stable agent evaluation baselines
“Without it, you're measuring the appearance of correctness, not correctness itself.”
Build highly scalable serverless LangGraph multi-agent systems in AWS with Amazon Bedrock AgentCore
AWS Machine Learning Blog · May 26, 2026
AWS launches serverless multi-agent framework combining LangGraph, Bedrock AgentCore Memory and Observability
Integrating AWS API MCP Server with Amazon Quick using Amazon Bedrock AgentCore Runtime
AWS Machine Learning Blog · May 21, 2026
AWS launches Bedrock AgentCore Runtime enabling natural language AWS API queries via MCP
Building multi-tenant agents with Amazon Bedrock AgentCore
AWS Machine Learning Blog · May 21, 2026
AWS Bedrock AgentCore uses session-isolated microVMs to solve multi-tenant agent deployment at scale
“AgentCore Runtime launches lightweight microVMs on a per-session basis, without the cost or latency of spinning up a full virtual machine for every tenant.”
Authenticate with Private Key JWT using Amazon Bedrock AgentCore Identity
AWS Machine Learning Blog · Jul 29, 2026
Amazon Bedrock AgentCore Identity adds Private Key JWT authentication via AWS KMS for AI agents.