Run Positron on Amazon SageMaker AI for data science workflows
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Positron, Posit’s integrated development environment (IDE) for data science, now runs on Amazon SageMaker AI... For a data scientist, running Positron on SageMaker AI means:Data access without managing credentials... Positron runs under the Space execution role, so you query Amazon Athena, the AWS Glue Data Catalog, and Amazon Simple Storage Service (Amazon S3) directly from the IDE... Posit...
Positron, Posit’s integrated development environment (IDE) for data science, now runs on Amazon SageMaker AI... For a data scientist, running Positron on SageMaker AI means:Data access without managing credentials... Positron runs under the Space execution role, so you query Amazon Athena, the AWS Glue Data Catalog, and Amazon Simple Storage Service (Amazon S3) directly from the IDE... Posit...
AWS Weekly Roundup: AWS Builder Center mobile apps, Amazon Connect Talent GA, Amazon Corretto 27, and more (September 21, 2026)
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You can follow AWS Heroes, Community Builders, and User Group Leaders, check Builder Loft event calendars on the go, and receive push notifications for subscribed topics and communities... Cluster Mode includes production-grade deployment strategies with automatic rollback, event-driven autoscaling, AWS Secrets Manager integration, native OpenTelemetry observability, and AI-powered troubleshootin...
You can follow AWS Heroes, Community Builders, and User Group Leaders, check Builder Loft event calendars on the go, and receive push notifications for subscribed topics and communities... Cluster Mode includes production-grade deployment strategies with automatic rollback, event-driven autoscaling, AWS Secrets Manager integration, native OpenTelemetry observability, and AI-powered troubleshootin...
Transforming Bedrock Guardrails events into OCSF with CloudWatch
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This solution captures AWS Bedrock model invocation logs containing guardrail trace data, filters for intervention events, transforms them into OCSF Detection Finding records (class_uid 2004), and writes the structured records to a CloudWatch Logs log group that is associated with AWS S3 Tables through the CloudWatch unified data store managed integration... Guardrail interventions are detection ...
This solution captures AWS Bedrock model invocation logs containing guardrail trace data, filters for intervention events, transforms them into OCSF Detection Finding records (class_uid 2004), and writes the structured records to a CloudWatch Logs log group that is associated with AWS S3 Tables through the CloudWatch unified data store managed integration... Guardrail interventions are detection ...
US Economy Picks Up in Q3 as Rising Rates Threaten Momentum
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If correct, the rise will be the strongest quarter in a year... A strong rebound in retail sales in August is another sign of economic resilience...2% last month versus July, nearly twice what economists were expecting and the strongest increase since March... One concern is that geopolitical tensions and supply disruptions in global energy markets could tighten diesel supplies and keep inflation...
If correct, the rise will be the strongest quarter in a year... A strong rebound in retail sales in August is another sign of economic resilience...2% last month versus July, nearly twice what economists were expecting and the strongest increase since March... One concern is that geopolitical tensions and supply disruptions in global energy markets could tighten diesel supplies and keep inflation...
Book Bits: 19 September 2026
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He defends the past, present, and future of dividend growth investing as the best system he has encountered for accumulating capital, generating current income, preparing for future income, and seeing income grow regardless of underlying price volatility... As AI mass-produces more content and distractions, the authors argue, the people who will thrive will be those who know “what to ignore, wh...
He defends the past, present, and future of dividend growth investing as the best system he has encountered for accumulating capital, generating current income, preparing for future income, and seeing income grow regardless of underlying price volatility... As AI mass-produces more content and distractions, the authors argue, the people who will thrive will be those who know “what to ignore, wh...
ReadyOn’s Four Walls of tenant isolation on Amazon EKS
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ReadyOn, an AWS Partner delivering an intelligent Labor Orchestration Platform for Fortune 100 enterprises, runs a multi-tenant platform on Amazon Elastic Kubernetes Service (Amazon EKS) that handles some of the most sensitive data in enterprise IT... For single-tenant clusters, hardening is a well-documented challenge... Most multi-tenant Kubernetes platforms rely on a single isolation mechanism...
ReadyOn, an AWS Partner delivering an intelligent Labor Orchestration Platform for Fortune 100 enterprises, runs a multi-tenant platform on Amazon Elastic Kubernetes Service (Amazon EKS) that handles some of the most sensitive data in enterprise IT... For single-tenant clusters, hardening is a well-documented challenge... Most multi-tenant Kubernetes platforms rely on a single isolation mechanism...
Amazon SageMaker Inference: 2026 year-to-date launches in review
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The compound value: 13 launches across the inference stack Our feature launches focus on reducing time-to-market, letting customers use state-of-the-art capabilities out of the box with strong price-performance...Generative AI inference is uniquely hard: models are tens to hundreds of gigabytes, latency requirements are measured in tokens per second, cold starts can span multiple minutes as con...
The compound value: 13 launches across the inference stack Our feature launches focus on reducing time-to-market, letting customers use state-of-the-art capabilities out of the box with strong price-performance...Generative AI inference is uniquely hard: models are tens to hundreds of gigabytes, latency requirements are measured in tokens per second, cold starts can span multiple minutes as con...