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Artículo: AMZ-B0FR5C3XLT
Mastering Claude 4 for Developers: A Practical Guide to Agentic Workflows, Memory Management, Observability, and Ethical Governance
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Paperback
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0.53 kg
0.53 kg
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Sí
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Amazon
Amazon
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USA
USA
Sobre este producto
- Mastering Claude 4 for Developers: Extended-Context Pipelines, LangChain Integrations & Bedrock Patterns by Nathan Larsen is a definitive guide for building, deploying, and governing production-grade AI systems using Anthropic’s Claude 4. Tailored for advanced developers, machine learning engineers, applied researchers, and data scientists, this book offers a deep dive into leveraging Claude 4’s constitutional AI framework, 100K+ token context window, and integrations with LangChain and AWS Bedrock to create robust, scalable, and ethical AI solutions. Through rigorous theory, production-ready Python code, and real-world applications, this book equips readers with the expertise to master Claude 4 in high-stakes domains like finance, healthcare, and enterprise automation. What’s Inside the Book Comprehensive Foundations: Explores Claude 4’s constitutional AI, extended context windows, and contrasts with GPT and Gemini, providing a clear understanding of its unique capabilities. Hands-On Implementations: Offers complete, executable Python code examples, from minimal prompt engineering to complex multi-agent pipelines, using Claude 4 API, LangChain, and Bedrock. Observability and Reliability: Covers instrumentation, monitoring, and SRE practices to ensure Claude 4 systems remain reliable in production. Security and Robustness: Details red-teaming, adversarial testing, and jailbreak mitigation to harden systems against attacks like prompt injection. Benchmarking and Evaluation: Guides readers through dataset creation, correctness scoring, hallucination detection, and cost analysis for performance optimization. Deployment and Governance: Teaches CI/CD pipelines, canary deployments, rollback strategies, and governance artifacts (model cards, data sheets) for scalable, compliant systems. Real-World Applications: Includes mini-projects like secure chatbots and financial analysis systems, bridging theory and practice. Ethical and Regulatory Insights: Addresses GDPR, HIPAA, and ethical AI considerations, ensuring deployments align with Claude 4’s safety principles. Who the Book Is For Experienced Developers: Those proficient in Python seeking to build production-grade AI applications with Claude 4. Machine Learning Engineers: Professionals designing and deploying large-scale LLMs in enterprise settings. Applied Researchers: Individuals exploring Claude 4’s capabilities for advanced reasoning and tool integration. Data Scientists: Experts aiming to optimize AI performance, reliability, and cost efficiency in real-world scenarios. What Readers Will Learn Master Claude 4’s Capabilities: Understand and leverage Claude 4’s constitutional AI and extended context for complex workflows. Build Production Systems: Implement robust AI pipelines using Python, LangChain, and Bedrock, from prompt engineering to multi-agent systems. Ensure Reliability: Apply observability, monitoring, and SRE practices to maintain uptime and performance. Secure Systems: Protect against adversarial attacks and data leakage with red-teaming and mitigation strategies. Optimize Performance: Evaluate and optimize Claude 4 systems for correctness, hallucination, throughput, and cost. Deploy Scalably: Design CI/CD pipelines, canary deployments, and rollback mechanisms for enterprise-grade scalability. Govern Ethically: Create governance artifacts and ensure compliance with regulatory and ethical standards. Future-Proof AI: Prepare for evolving AI regulations and advancements in context handling and scalability.
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