Human in the loop using Strands + AgentCore + Sonnet 4.5

01-tutorials/01-fundamentals/09-human-in-the-loop-agentcore/README.md

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+# Human in the loop  (HITL) with Strands Agents on AgentCore Runtime with Anthropic Claude Sonnet 4.5
+
+## Overview
+
+This tutorial will go over how to host a Strands agent with tools that require human approval, using Amazon Bedrock AgentCore Runtime & Anthropic Claude Sonnet 4.5.
+
+### Tutorial Details
+
+
+| Information         | Details                                                                          |
+|:--------------------|:---------------------------------------------------------------------------------|
+| Tutorial type       | Conversational                                                                   |
+| Agent type          | Single                                                                           |
+| Agentic Framework   | Strands Agents                                                                   |
+| LLM model           | Anthropic Claude Sonnet 4.5                                                      |
+| Tutorial components | Hosting agent on AgentCore Runtime, using a Strands Agent with HITL              |
+| Tutorial vertical   | Cross-vertical                                                                   |
+| Example complexity  | Medium                                                                           |
+| SDK used            | Amazon BedrockAgentCore Python SDK and boto3                                     |
+
+### Tutorial Architecture
+
+In this tutorial we will describe how to create a Strands agent with tools protected by human approval. This will be deployed to. AgentCore runtime. 
+
+For demonstration purposes, we will  use a Strands Agent using Anthropic Claude Sonnet 4.5.
+
+In our example we will use a very simple agent with two tools: `send_email` and `get_weather`. 
+
+Strand's inherent tool `handoff_to_user` will be used to intercept tool calls in the agent loop. 
+
+<div style="text-align:left">
+    <img src="images/architecture_runtime.jpg" width="50%"/>
+</div>
+
+### Tutorial Key Features
+
+* Hosting Strands Agents on Amazon Bedrock AgentCore Runtime.
+* Using Anthropic Claude Sonnet 4.5.
+* Using Strands Agents built in "handoff_to_user" functionality for human-in-the-loop.