Mastering Claude 4 for Advanced AI Development: Building Ethical, Scalable, and Robust Systems with LangChain and AWS Bedrock: A Comprehensive Guide to Agentic Workflows, Extended-Context Pipelines - Softcover

Vireo, Isla

Softcover

ISBN 13: 9798273644151

Publisher: Independently published, 2025

Synopsis

Mastering Claude 4 for Advanced AI Development by Isla Vireo is the ultimate resource for developers, machine learning engineers, applied researchers, and data scientists seeking to harness Anthropic’s Claude 4 for cutting-edge AI solutions.

This authoritative guide dives deep into Claude 4’s constitutional AI framework, 100K+ token context window, and seamless integrations with LangChain and AWS Bedrock, empowering readers to build ethical, scalable, and production-ready AI systems.

Packed with rigorous theory, production-grade Python code, and real-world case studies, this book equips you with the tools to master complex agentic workflows, ensure system reliability through observability, and navigate ethical and regulatory challenges in high-stakes domains like finance, healthcare, and enterprise automation. From prompt engineering and multi-agent pipelines to adversarial testing, CI/CD deployments, and governance frameworks, this book bridges theory and practice to future-proof your AI expertise.

Key Features:

• Master Claude 4’s constitutional AI and extended-context capabilities for advanced reasoning and scalability.
• Build robust AI pipelines using Python, LangChain, and AWS Bedrock, with hands-on code examples.
• Implement observability, SRE practices, and security measures to ensure reliability and robustness.
• Optimize performance through benchmarking, hallucination detection, and cost analysis.
• Deploy scalable systems with CI/CD pipelines, canary deployments, and ethical governance artifacts.
• Navigate GDPR, HIPAA, and responsible AI principles for compliant deployments.
• Apply real-world solutions with mini-projects in chatbots, financial analysis, and enterprise automation.

Whether you’re an experienced developer or a seasoned AI professional, this book provides the expertise to design, deploy, and govern Claude 4 systems with confidence, ensuring performance, security, and ethical alignment in a rapidly evolving AI landscape.


Chapter Structure
Chapter 1: Introduction to Claude 4 and Constitutional AI
Chapter 2: Leveraging Claude 4’s Extended Context Window
Chapter 3: Getting Started with Claude 4 API and Python
Chapter 4: Building Agentic Workflows with Claude 4
Chapter 5: Integrating Claude 4 with LangChain
Chapter 6: Deploying Claude 4 on AWS Bedrock
Chapter 7: Prompt Engineering for Optimal Performance
Chapter 8: Observability and Monitoring in Claude 4 Systems
Chapter 9: Securing Claude 4 Systems Against Adversarial Attacks
Chapter 10: Benchmarking and Evaluating Claude 4 Performance
Chapter 11: Building Multi-Agent Systems with Claude 4
Chapter 12: CI/CD Pipelines and Canary Deployments
Chapter 13: Ethical Governance and Regulatory Compliance
Chapter 14: Real-World Applications and Mini-Projects
Chapter 15: Future-Proofing Claude 4 Systems

Edition details

• Publisher: Independently published
• Publication date: 2025
• Language: English
• ISBN 13: 9798273644151
• Binding: Paperback
• Number of pages: 153