Claude Desktop on Amazon Bedrock is limited to the model's knowledge cutoff without web search. In this post, we walk through connecting Claude Desktop to Web Search using Amazon Bedrock AgentCore Gateway, with JWT-based inbound authentication through AWS IAM Identity Center and Amazon Cognito.

Off-the-shelf AI assistants forget you between conversations. This post shows how to build a personal assistant that accumulates context using OpenClaw on Amazon Bedrock AgentCore runtime, with AgentCore memory turning disposable chats into durable, structured knowledge you can retrieve with metadata filters.

This article is a machine translation of the contents of the following URL, which I wrote in...

This guide shows how to use Okta Cross‑App Access and Amazon Bedrock AgentCore to securely govern AI agent actions per user, with step‑by‑step setup and performance insights.

Multi-agent systems need deeper guarantees than fluent responses: they must select the right tools, respect constraints, and explain their decisions. Learn how to build a Strands-based multi-agent supply chain decisioning system and evaluate it with Amazon Bedrock AgentCore Evaluations using built-in, custom, and explainability evaluators.

onstrua um agente Bedrock AgentCore que acessa ferramentas Lambda curadas via AgentCore Gateway para consultar dados operacionais no MongoDB Atlas, usando autenticação de banco por AWS IAM e identidade lida da sessão validada.

In Part 1 you built one governed agent. Part 2 scales the pattern to an enterprise: Amazon Bedrock AgentCore Gateway becomes the single front door and redeems Okta’s grant, Cedar policies bind each tool to the agent, a second agent runs on Amazon EKS, and AgentCore Observability traces every allow and deny beside Okta’s log in Amazon CloudWatch.

Today, AWS announces the general availability of the Web Search API on Amazon Bedrock AgentCore, which lets you search the web with a single API call. Web Search on AgentCore has been available as an MCP tool through AgentCore Gateway. The new InvokeWebSearch API gives applications, custom agent loops, and data pipelines search results with no resources to create. The API returns ranked results from the Amazon-operated web index behind Web Search on AgentCore. Each result includes a text extract and, when available, the page title, URL, and publication time. You can filter each request by domain and publication time, for example to find recent product announcements or check a claim against trusted domains. You call the API with the AWS SDKs or the AWS Command Line Interface (AWS CLI) and authorize calls with AWS Identity and Access Management (IAM). You can call it from your virtual private cloud (VPC) through AWS PrivateLink and log requests as AWS CloudTrail data events. Web Search API queries are billed at $7 per 1,000 queries, the same rate as Web Search through AgentCore Gateway, with no gateway charges. The Web Search API is available in US East (N. Virginia), US East (Ohio), US West (Oregon), Asia Pacific (Sydney), Asia Pacific (Tokyo), and Europe (Ireland). To learn more, see https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/web-search-api.html in the AgentCore Developer Guide, the  https://aws.amazon.com/bedrock/grounding/web-search/ page, and  https://aws.amazon.com/bedrock/agentcore/pricing/.

Today, AWS announces the general availability of the Web Search API on Amazon Bedrock AgentCore, which lets you search the web with a single API call. Web Search on AgentCore has been available as an MCP tool through AgentCore Gateway. The new InvokeWebSearch API gives applications, custom agent loops, and data pipelines search results with no resources to create. The API returns ranked results from the Amazon-operated web index behind Web Search on AgentCore. Each result includes a text extract and, when available, the page title, URL, and publication time. You can filter each request by domain and publication time, for example to find recent product announcements or check a claim against trusted domains. You call the API with the AWS SDKs or the AWS Command Line Interface (AWS CLI) and authorize calls with AWS Identity and Access Management (IAM). You can call it from your virtual private cloud (VPC) through AWS PrivateLink and log requests as AWS CloudTrail data events. Web Search API queries are billed at $7 per 1,000 queries, the same rate as Web Search through AgentCore Gateway, with no gateway charges. The Web Search API is available in US East (N. Virginia), US East (Ohio), US West (Oregon), Asia Pacific (Sydney), Asia Pacific (Tokyo), and Europe (Ireland). To learn more, see Search the web with the InvokeWebSearch API in the AgentCore Developer Guide, the Web Search  page, and AgentCore pricing .

Web Answer on Amazon Bedrock AgentCore returns a synthesized, source-cited answer to a natural-language question in a single tool call, with no search, retrieve, synthesize, and citation pipeline to build. Learn how it works and how to add it to an AgentCore Gateway and call it from an agent.

AWS Made AgentCore Faster. Your Agent's Memory Still Dies After 15 Idle Minutes. AWS's September 18, 2026 announcement is about speed: a next-generation AgentCore Runtime with elastic memory, consistent cold starts and hardware-enforced session isolation. In AWS's own testing, P75 cold starts ran…

CrossnoKaye brought physical AI to heavy industry with Amazon Bedrock AgentCore. Its ATLAS platform and AURA agentic system ground AI reasoning in live plant data and run verifiable Python in isolated AgentCore sandboxes, giving plant engineers checkable, math-backed answers instead of model guesses.

CrossnoKaye brought physical AI to heavy industry with Amazon Bedrock AgentCore. Its ATLAS platform and AURA agentic system ground AI reasoning in live plant data and run verifiable Python in isolated AgentCore sandboxes, giving plant engineers checkable, math-backed answers instead of model guesses.

Two agents share one gateway and one Kong-protected API, and only one of them can write. An AWS Lambda interceptor shows and allows each agent only the tools its OAuth scopes grant, the API is reached privately, and a denied call never leaves the gateway.

https://aws.amazon.com/about-aws/whats-new/2026/11/web-answer-amazon-bedrock/ https://aws.amazon.com/blogs/machine-learning/getting-started-with-web-answer-on-amazon-bedrock-agentcore/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/gateway-target-connector-web-answer-tool.html

Today, AWS announces the general availability of the Web Search API on Amazon Bedrock AgentCore, which lets you search the web with a single API call. Web Search on AgentCore has been available as an MCP tool through AgentCore Gateway. The new InvokeWebSearch API gives applications, custom agent loops, and data pipelines search results with no resources to create. The API returns ranked results from the Amazon-operated web index behind Web Search on AgentCore. Each result includes a text extract and, when available, the page title, URL, and publication time. You can filter each request by domain and publication time, for example to find recent product announcements or check a claim against trusted domains. You call the API with the AWS SDKs or the AWS Command Line Interface (AWS CLI) and authorize calls with AWS Identity and Access Management (IAM). You can call it from your virtual private cloud (VPC) through AWS PrivateLink and log requests as AWS CloudTrail data events. Web Search API queries are billed at $7 per 1,000 queries, the same rate as Web Search through AgentCore Gateway, with no gateway charges. The Web Search API is available in US East (N. Virginia), US East (Ohio), US West (Oregon), Asia Pacific (Sydney), Asia Pacific (Tokyo), and Europe (Ireland). To learn more, see Search the web with the InvokeWebSearch API in the AgentCore Developer Guide, the Web Search  page, and AgentCore pricing .

Today, we are announcing the general availability of Web Answer on Amazon Bedrock AgentCore. Web Answer is a managed tool that returns a synthesized, grounded, cited answer to a natural-language question in a single call, so agent builders can attach it to an agent and get back a finished answer grounded in current web sources, without building and maintaining their own search, retrieve, synthesis, and citation pipeline.  Web Answer builds on Web Search on Amazon Bedrock AgentCore, which launched in June, extending it from "find the web content" to "return the finished answer," a capability customers have been asking for. With Web Answer, your agent sends a question and receives a synthesized cited answer in one tool call. Web Answer works like an agent; it plans its own searches, runs several in parallel, and decides when it has gathered enough evidence to answer. You stay in control of the boundaries, with domain include, deny lists and publish-date filters that scope where it looks. It attaches as a target on an AgentCore Gateway and is called over MCP, authenticated with IAM, with zero data egress.  Web Answer is available in the US East (N. Virginia) Region, with per-tool call pricing.  To learn more about Web Answer on Amazon Bedrock AgentCore, see Web Answer’s documentation https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/gateway-target-connector-web-answer-tool.html and Web Answer’s http://aws.amazon.com/bedrock/grounding/web-answer/. For Region availability, see the AWS Region https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agentcore-regions.html. 

Greenlight Financial resolves more than 90% of up to 4,000 monthly security and risk cases without human intervention using Luna, a tiered multi-agent system on Amazon Bedrock AgentCore. This post covers the architecture, episodic memory for continuous learning, and the expansion from SOC operations into financial risk triage.