Amazon Bedrock AgentCore

Amazon Bedrock AgentCore is a managed AWS platform for building, deploying, operating, and improving AI agents and agent based applications. It provides modular infrastructure for agent runtimes, tools, memory, identity, gateways, browser access, code execution, observability, evaluations, and policy controls. Rather than being a general purpose chatbot, AgentCore is aimed at developers who need production infrastructure around agents and want those capabilities integrated with the wider AWS environment. Teams can use AgentCore to run agents in managed sandboxes, connect tools and APIs through a gateway, preserve short term and long term memory, provide browser and code execution capabilities, and observe agent behavior in production. Its evaluation and optimization features can help teams analyze traces, test configurations, and improve deployed agents. The modular design means developers can adopt individual capabilities instead of having to use every service together. Its main differentiator is the breadth of managed infrastructure around the agent lifecycle. Runtime, memory, identity, policy, gateway, browser, code interpreter, observability, evaluation, and optimization are offered as connected services rather than a single agent interface. Pricing is consumption based and underlying AWS resources can create additional costs, so teams should model usage carefully. AgentCore is primarily infrastructure for developers and organizations rather than a ready made end user assistant. For FutureStack, Amazon Bedrock AgentCore belongs in Developer Tools because its primary buyer intent is building and operating production AI agents. It is best suited to engineering teams that need managed runtime, security, tool connectivity, memory, evaluation, and observability for agent applications inside AWS or connected environments.