AWS Open Source Blog

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Decoupling Authorization at Scale: MongoDB Atlas and Cedar-Based Resource Policies

As organizations scale applications, managing authorization becomes increasingly complex. What starts as role-based permissions quickly evolves into intricate rules spanning multiple services, regions, and compliance requirements. Traditional approaches of embedding authorization logic in application code lead to fragmented policies scattered across codebases, making them difficult to maintain, audit, and scale. These challenges have become more […]

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Deploying cloud-based engineering workbenches with the Virtual Engineering Workbench on AWS

by Andrea Meroni, Alessandro Trisolini, Christoph Kappey, Dominik Goby, Hendrik Schoeneberg, Stanislav Kruglov, and Darius Kunce on in Open Source Permalink Comments Share

Introduction Organizations in automotive, manufacturing, and embedded systems increasingly rely on cloud-based development environments to reduce hardware dependency and accelerate software delivery. As vehicle architectures shift toward software-defined platforms, engineering teams need access to specialized toolchains, virtual hardware models, and simulation environments that are consistent across sites and reproducible across projects. Provisioning these environments manually […]

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OCSF Achieves ITU Support: Powering AI-Ready Security Operations

The security industry stands at an inflection point. In November 2024, the Open Cybersecurity Schema Framework (OCSF) joined the Linux Foundation, cementing its role as a vendor-neutral, open source standard for the global security community. Last summer at Black Hat 2025, we showed you how OCSF was powering AI-driven security operations. Then in December 2025, […]

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AWS and Others Invest $12.5M to Defend the Open Source Ecosystem from AI Threats

AWS, Anthropic, Google, Microsoft, and OpenAI today announced a joint $12.5 million investment with the Linux Foundation to help open source projects address a surge in AI-enhanced and AI-generated security vulnerability reports. Both the Alpha Omega initiative and the Open Source Security Foundation (OpenSSF) will receive funding through the Linux Foundation grants. Software security is at […]

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Introducing Strands Labs: Get hands-on today with state-of-the-art, experimental approaches to agentic development

We’re introducing Strands Labs, a new Strands GitHub organization designed to give developers the ability to get hands-on with experimental, state-of-the-art approaches to agentic AI development. The Strands Agents SDK – available for both Python and TypeScript – has gained incredible traction in the developer community since we released it as open source in May […]

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Cedar Joins CNCF as a Sandbox Project

Cedar, an open source authorization policy language and SDK, has joined the Cloud Native Computing Foundation (CNCF) as a Sandbox project. CNCF provides a neutral home for early stage and developing open source projects. Cedar fulfills the need for a fast, safe, and analyzable authorization policy language in cloud-native environments by allowing developers to define, […]

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Building intelligent physical AI: From edge to cloud with Strands Agents, Bedrock AgentCore, Claude 4.5, NVIDIA GR00T, and Hugging Face LeRobot

Agentic AI systems are rapidly expanding beyond the digital world and into the physical, where AI agents perceive, reason, and act in real environments. As AI systems increasingly interact with the physical world through robotics, autonomous vehicles, and smart infrastructure, a fundamental question emerges: how do we build agents that leverage massive cloud compute for […]

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Shaping the future of MCP: AWS’s commitment and vision

AWS is excited to continue our support for Model Context Protocol (MCP) as it moves under the Linux Foundation.  This move enables us, our partners, and our customers to be more confident in the long-term success of the protocol which has become a standard  component of agentic architectures. By open sourcing MCP in 2024, Anthropic […]

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Introducing Strands Agent SOPs – Natural Language Workflows for AI Agents

Modern AI can write code, compose symphonies, and solve complex reasoning problems. So why is it still so hard to get them to reliably do what you want? Building reliable AI agents that consistently perform complex tasks remains challenging. While modern language models excel at reasoning and problem-solving, translating that capability into predictable workflows often […]

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Announcing ml-container-creator for easy BYOC on SageMaker

AWS is excited to announce the awslabs/ml-container-creator open source project to simplify the process of building and deploying custom machine learning models on Amazon SageMaker. Some customers face challenges when trying to leverage the bring-your-own-container (BYOC) paradigm for hosting their predictive models on Amazon SageMaker AI‘s managed serving infrastructure. There are myriad ways to deploy […]