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162 summarised stories about AWS, each linking back to the original source. Browse all topics →

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AWS Amazon Web Services Amazon Bedrock Amazon Amazon Bedrock Amazon Bedrock AgentCore

Monday, 5 October 2026

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

Amazon Web Services 1 week ago 43

Amazon introduced the aws-ai-ml skill for the Agent Toolkit for AWS, which lets coding agents optimize and benchmark Amazon SageMaker AI generative inference and generate SageMaker Python SDK v3 code. The setup can take you from zero to a working conversation in 10 minutes. After installing the skill (or using a preconfigured SageMaker Studio space), agents can run endpoint load tests and produce ranked, code-ready deployment and performance recommendations instead of leaving engineers to pick instances and settings manually.

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AI Infrastructure Developer Tools Agentic AI AWS

Agentic retrieval with LangChain and Amazon Bedrock Knowledge Bases

Amazon Web Services 1 week ago 18

LangChain support for Amazon Bedrock Managed Knowledge Bases showed that single-shot retrieval can return topically relevant chunks that still omit evidence needed for multi-part comparative questions. With numberOfResults set to 5 for a question containing 6 sub-intents, it covered 4 of 6, while setting it to 10 covered all 6 but with duplicated and unused coverage. Using Bedrock’s agentic retrieval adds a planning loop that breaks the query into sub-queries, checks whether it has enough evidence, and runs additional searches when it does not.

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Developer Tools AI Agents & Workflows AI APIs & Integration AWS

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