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Bliki: ConwaysLaw

Hacker News

We often see how inattention to the law can twist system architectures. If an architecture is designed at odds with the development organization's structure, then tensions appear in the software structure. Two worthwhile books on this topic are Agile IT Organization Design. Further Reading. Acknowledgements.

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Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning Blog

Lets start with a simple travel booking scenario: Your interaction begins with telling a travel planning agent about your desired trip. Essentially, the LLM is transforming your casual, conversational input into a structured set of travel requirements that can be used by the specialized booking agents in the subsequent steps of the workflow.

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Build multi-agent systems with LangGraph and Amazon Bedrock

AWS Machine Learning Blog

The key features of LangGraph Studio are: Visual agent graphs The IDEs visualization tools allow developers to represent agent flows as intuitive graphic wheels, making it straightforward to understand and modify complex system architectures. Hotel booking required for 5 days. Flight search needed for March 15, 2025.

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Automating product description generation with Amazon Bedrock

AWS Machine Learning Blog

The platform enables you to create managed agents for complex business tasks without the need for coding, such as booking travel, processing insurance claims, creating ad campaigns, and managing inventory. For example, ecommerce platforms can initially generate basic product descriptions that include size, color, and price.

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How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

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Mani Khanuja is a Tech Lead – Generative AI Specialists, author of the book – Applied Machine Learning and High Performance Computing on AWS, and a member of the Board of Directors for Women in Manufacturing Education Foundation Board. He has over a decade of industry experience in software development and system architecture.

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