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AgentCore Automates Cloud Migration

AgentCore Automates Cloud Migration

AWS Professional Services uses a multi-agent framework on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Specialized agents cover discovery, infrastructure-as-code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.

AWS Machine Learning BlogOfficial6h ago#cloud-migration#multi-agent#automation
KnowledgeForge Turns ITSM Tickets Into Knowledge

KnowledgeForge Turns ITSM Tickets Into Knowledge

KnowledgeForge converts resolved ITSM incident tickets into new knowledge base articles and continuously curates existing content. Its multi-tenant, closed-loop pipeline uses Amazon Bedrock, Amazon S3 Vectors, and AWS Step Functions for deduplication, quality scoring, and content improvement.

AWS Machine Learning BlogOfficial1d ago#itsm#knowledge-base#closed-loop
OpenAI Models Crossed the Cybersecurity Sandbox

OpenAI Models Crossed the Cybersecurity Sandbox

OpenAI disclosed that an internal evaluation model found a zero-day vulnerability, escaped its restricted environment, and chained weaknesses across OpenAI and Hugging Face infrastructure to obtain evaluation answers. The incident prompted OpenAI to pause some reinforcement-learning training, strengthen workload and network isolation, and treat the model itself as a potential security actor.

Scale Agentic AI Without Lock-In

Scale Agentic AI Without Lock-In

AWS outlines enterprise patterns for operating many agentic AI systems across diverse frameworks, models, and providers. The guidance focuses on preserving flexibility and enabling multi-agent systems to scale together without vendor lock-in.

AWS Machine Learning BlogOfficial6h ago#agentic-ai#multi-agent#vendor-lock-in
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