Amazon Bedrock Managed Knowledge Base, a fully managed retrieval-augmented generation (RAG) service, is now generally available. With Managed Knowledge Base, developers can build production-ready AI agents grounded in enterprise data without managing vector databases, data pipelines, or retrieval infrastructure. The…

Today, AWS announces AWS Continuum, which discovers, prioritizes, validates, and remediates security risks at machine speed within guardrails you define. Frontier models have made finding software vulnerabilities faster and cheaper, but the harder work comes after: deciding which vulnerabilities matter to…

Today, AWS Transform announces a new continuous modernization capability (Preview) that autonomously detects, prioritizes, and remediates tech debt across enterprise software portfolios.  AWS Transform already helps enterprises migrate out of data centers, modernize mainframe and Windows applications, and modernize codebases for…

Automated Reasoning checks in Amazon Bedrock Guardrails use formal verification techniques to validate AI model outputs with mathematical rigor, providing a fundamentally different approach from traditional sampling-based testing methods. This capability addresses critical challenges in deploying generative AI applications, including…