Building Autonomous AI Agents with Claude: A Hands-On Python Guide to ReAct Loops, Tool Calling, and Production Guardrails - Couverture souple

Cross, Marcus

Couverture souple

ISBN 13 : 9798173560858

Editeur : Independently published, 2026

Synopsis

The era of simple prompts is over. Build production-ready autonomous systems that think, act, and adapt.

Moving from basic LLM completions to autonomous AI agents requires a fundamental shift in architecture. Building Autonomous AI Agents with Claude is a practical, code-first engineering handbook designed to take you from foundational concepts to production-grade agent workflows using Python and the Anthropic API.

Through hands-on implementations, you will explore the full lifecycle of agent development without bloated abstractions—focusing on raw system design, deterministic execution, and resilient operational guardrails.

What You Will Master:

• The ReAct Loop Engine: Construct iterative Reason + Act execution cycles from scratch with dynamic scratchpads.
• Native Tool Calling & Dispatch: Define strict JSON schemas, handle dynamic function dispatching, and build robust exception-handling fallbacks.
• Model Context Protocol (MCP): Connect your agents to external systems, file resources, and live database endpoints via standardized interfaces.
• Structured Outputs & Validation: Guarantee reliable downstream execution using Pydantic schemas and strict response parsing.
• Persistent Memory & Caching: Slash operational latency and API costs using Claude’s native Prompt Caching and sliding-window conversation buffers.
• Production Guardrails & Sandboxing: Implement loop circuit-breakers, token cost monitors, input sanitizers, and human-in-the-loop review gates.

Who This Book Is For:

Python developers, AI engineers, and software architects who want to move beyond basic chatbot scripts and ship robust, scalable agentic systems in production environments.

Companion Code Included:

All scripts, prompts, and architecture patterns covered in this handbook are fully runnable and maintained in the official GitHub repository at github.com/autonomous-agents-handbook/code.

Disclaimer: This is an independent educational publication. Claude and Anthropic are registered trademarks of Anthropic, PBC. This book is not affiliated with, sponsored by, or endorsed by Anthropic, PBC.

Détails de l'édition

• Éditeur: Independently published
• Date d'édition: 2026
• Langue: anglais
• ISBN 13: 9798173560858
• Reliure: Paperback
• Nombre de pages: 100
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible