AWS Machine Learning

Connecting MCP servers to Amazon Bedrock AgentCore Gateway using Authorization Code flow Amazon Bedrock AgentCore Gateway provides a centralized […]

From isolated alerts to contextual intelligence: Agentic maritime anomaly analysis with generative AI This post is co-written with Arad Ben Haim and […]

Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions Agentic generative AI assistants represent a […]

Accelerate agentic tool calling with serverless model customization in Amazon SageMaker AI Agentic tool calling is what makes AI agents useful in […]

Build AI-powered employee onboarding agents with Amazon Quick Enterprises often struggle to onboard new team members at scale. Human resources (HR) […]

Persist session state with filesystem configuration and execute shell commands AI agents have evolved significantly beyond chat. Writing code, […]

Rocket Close transforms mortgage document processing with Amazon Bedrock and Amazon Textract This post is cowritten by Jeremy Little and Chris Day […]

Control which domains your AI agents can access AI agents that can browse the web open powerful possibilities—from research automation to r […]

Scaling seismic foundation models on AWS: Distributed training with Amazon SageMaker HyperPod and expanding context windows This post is cowritten […]

Simulate realistic users to evaluate multi-turn AI agents in Strands Evals Evaluating single-turn agent interactions follows a pattern that most […]

Build reliable AI agents with Amazon Bedrock AgentCore Evaluations Your AI agent worked in the demo, impressed stakeholders, handled test scenarios, […]

Automating competitive price intelligence with Amazon Nova Act Monitoring competitor prices is essential for ecommerce teams to maintain a market […]

Can your governance keep pace with your AI ambitions? AI risk intelligence in the agentic era DevOps used to be predictable: same input, same output, […]

AWS launches frontier agents for security testing and cloud operations I’m excited to announce that AWS Security Agent on-demand penetration t […]

Accelerating software delivery with agentic QA automation using Amazon Nova Act Quality assurance (QA) automation is critical for modern software […]

Building an AI powered system for compliance evidence collection Compliance audits require comprehensive evidence trails, often involving hundreds […]

Build a FinOps agent using Amazon Bedrock AgentCore Managing costs across multiple AWS accounts often requires finance teams to query data from […]

Deliver hyper-personalized viewer experiences with an agentic AI movie assistant using Amazon Bedrock AgentCore and Amazon Nova Sonic 2.0 Deliver […]

Build a solar flare detection system on SageMaker AI LSTM networks and ESA STIX data The effective monitoring and characterization of solar flares […]

Reimagine marketing at Volkswagen Group with generative AI This post is cowritten by  Sebastian Angersbach, Philip Trempler, and Weiran Zhang from […]