AWS Step Functions
PulseAugur coverage of AWS Step Functions — every cluster mentioning AWS Step Functions across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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AWS integrates Step Functions as AI agent tools via AgentCore Gateway
AWS has integrated Step Functions workflows as tools within its AgentCore Gateway, allowing AI agents to execute predefined workflows. This integration, announced on October 29, simplifies the process by eliminating the…
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AWS SageMaker SDK v3 streamlines edge computer vision model management
Amazon Web Services has updated its SageMaker SDK to version 3, introducing a new approach for managing computer vision models at the edge. This update replaces the older SageMaker Edge Manager with SageMaker Neo for op…
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AI-driven cyberattacks exploit PHP vulnerability, causing website outages; focus shifts to AI resource management
A new vulnerability in PHP, exacerbated by AI-powered cyberattacks, has led to widespread website outages as systems go dark for protection. Concurrently, discussions around AI model usage highlight the critical need fo…
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Terraform simplifies AWS infrastructure for complex AI applications
This article explores how HashiCorp Terraform can be used to provision and manage scalable AI infrastructure on AWS. It highlights the complexity of setting up AI systems, which often require GPU compute, data pipelines…
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AWS details event-driven ML training infrastructure for manufacturing
Researchers have detailed a three-year operational experience with an event-driven cloud infrastructure designed for continuous machine learning training in automotive manufacturing. The system orchestrates GPU-accelera…
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AWS launches Bedrock AgentCore for event-driven AI agents
Amazon Bedrock AgentCore introduces a new paradigm for AI agents, moving beyond traditional chat interfaces to "ambient agents" that react to event streams. These agents can process documents or system alerts, pause for…
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AWS launches serverless Git metrics dashboard for AI tool impact analysis
AWS has introduced a new serverless framework for collecting and analyzing Git metrics, designed to help engineering teams measure the impact of AI coding tools. This framework automates the extraction of data from plat…
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AWS launches serverless PII redaction pipeline with Amazon Bedrock
AWS has introduced a new serverless pipeline for Personally Identifiable Information (PII) redaction using Amazon Bedrock Data Automation (BDA). This solution aims to automate the detection and removal of sensitive data…
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AWS launches KnowledgeForge to mine ITSM tickets for AI-powered knowledge management
AWS has developed KnowledgeForge, a system designed to extract valuable knowledge from resolved IT service management (ITSM) tickets that are typically lost. The tool aims to improve enterprise IT support by creating ne…
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AWS SageMaker HyperPod enables multi-turn RL training for enterprise agents
AWS has introduced a new infrastructure for training multi-turn reinforcement learning agents on Amazon SageMaker HyperPod. This system, leveraging Amazon Nova Forge, is designed to optimize agents for complex, multi-st…
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AWS Model Profiler simplifies foundation model selection in Amazon Bedrock
AWS has introduced an open-source tool called the Model Profiler to simplify the selection of foundation models within Amazon Bedrock. This tool aggregates information from various AWS APIs and external sources, present…
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Huntington Bank uses AWS AI to redact sensitive data from 400M+ documents
Huntington Bank has successfully implemented a large-scale data redaction system to identify and remove sensitive customer information from over 400 million documents. By leveraging a combination of AWS services includi…
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AWS launches AI pipeline for intelligent document processing
AWS has introduced a new intelligent document processing pipeline that leverages generative AI services to extract insights from complex documents. The system, detailed in an AWS Machine Learning Blog post, utilizes Ama…
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AWS Bedrock AgentCore powers AI agents for HR and business intelligence
Amazon Bedrock AgentCore is being utilized to develop sophisticated AI agents for business support, enhancing operational efficiency and reducing costs. One application involves Works Human Intelligence (WHI) building a…
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AWS IDP Accelerator automates document schema generation
Amazon Web Services has introduced a new feature for its Intelligent Document Processing (IDP) Accelerator that automates schema generation. This multi-document discovery capability analyzes collections of unlabeled doc…
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AWS automates Amazon Bedrock Knowledge Base sync with serverless solution
Amazon Bedrock now offers an automated solution for synchronizing data between Amazon S3 and its knowledge bases. This event-driven architecture uses AWS services like EventBridge, Lambda, SQS, and Step Functions to det…