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Build an enterprise observability solution for Amazon Quick

Favorite When hundreds to thousands of users are onboarded to an enterprise AI platform, business leaders and platform owners need visibility into who is using the platform, whether users are satisfied with the answers they receive, and which capabilities are driving the most engagement. Without a centralized observability solution, this

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Shared by AWS Machine Learning May 27, 2026

AgentWatch: Proactive AWS monitoring with ambient agents

Favorite AgentWatch delivers ambient AWS resource monitoring for your DevOps team, moving beyond the reactive cycle of managing Amazon CloudWatch alarms across multiple accounts. CloudWatch alarms trigger too late, AWS Lambda errors accumulate unnoticed, and Amazon Elastic Compute Cloud (Amazon EC2) performance degradation goes undetected until customers report problems. This

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Shared by AWS Machine Learning May 27, 2026

Build high-performance generative AI systems with Strands Agents, NVIDIA NIM, and Amazon Bedrock AgentCore

Favorite Building high-performance generative AI agents requires architecture that can deliver fast inference, coordinate multiple agents, and operate reliably under production workloads. If you are building generative AI agents to automate reviews, power digital assistants, and support complex decision-making workflows, you need these agents to perform well. They must reduce

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Shared by AWS Machine Learning May 27, 2026

Build highly scalable serverless LangGraph multi-agent systems in AWS with Amazon Bedrock AgentCore

Favorite Generative AI has rapidly evolved from experimental prototypes into systems that are expected to operate reliably in production, at scale, and under real-world performance constraints. As organizations move beyond demos and proofs of concept, they increasingly encounter challenges related to inference latency, scalability, state management, and operational visibility. Building

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Shared by AWS Machine Learning May 27, 2026

Build AI-powered dashboard automation agents with NLP on Amazon Bedrock AgentCore

Favorite Business analysts often wait days for dashboard modifications when responding to changing business requirements. Traditional processes involve submitting modification requests to IT teams, who interpret requirements, navigate API documentation, understand table schemas, and deploy changes. While this approach maintains proper oversight and quality control, it can result in multi-day

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Shared by AWS Machine Learning May 22, 2026