IAM
PulseAugur coverage of IAM — every cluster mentioning IAM across labs, papers, and developer communities, ranked by signal.
8 day(s) with sentiment data
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Amazon Bedrock cost tracking methods detailed for team-based billing
A recent article details three methods for tracking Amazon Bedrock costs by team, as the default billing system only shows model, region, and token usage. The methods include using IAM principals, application inference …
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Securely manage AI model access with per-user keys and audit trails
Managing access to AI models, particularly for internal tools like MCP, requires careful consideration of security and user management. A common pitfall is using a single shared URL for all team members, which creates a…
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New SUNDER system tackles AI agent security risks
A new security approach called SUNDER is being developed to address the escalating risks associated with AI agents acting on connected data. The system views the interconnectedness of AI agents, tools, and credentials a…
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Secure CI/CD: Authenticate GitHub Actions to GKE with Workload Identity
This article details a method for enhancing CI/CD security by eliminating the need for stored service account keys when authenticating GitHub Actions with Google Kubernetes Engine. It proposes using Workload Identity, w…
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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 Bedrock Managed Agents powered by OpenAI enter public preview
Amazon Web Services has launched a public preview of Amazon Bedrock Managed Agents, a service that allows AI agents powered by OpenAI models to run within a customer's AWS account. This integration enables businesses to…
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Microsoft integrates local AI models into Windows ML; AWS agents vulnerable to prompt injection
Microsoft has integrated support for llama.cpp into Windows ML, allowing developers to run GGUF format AI models directly on Windows 11 without conversion to ONNX. This experimental feature simplifies local AI developme…
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Anthropic's Claude Fable 5.1 requires account-level data retention on AWS Bedrock
Anthropic's Claude Fable 5.1, when accessed via AWS Bedrock, introduces a new data retention policy that requires an account-level configuration change. Unlike previous models, Fable 5.1 mandates that all traffic be ret…
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New research enhances AWS IAM policy risk scoring with behavioral context
A new research paper explores how to improve the prioritization of risks associated with AWS Identity and Access Management (IAM) policies. The study introduces a method that incorporates behavioral and environmental co…
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ExpertHTR framework unifies handwritten text recognition with multi-task learning
Researchers have introduced ExpertHTR, a novel framework designed to unify handwritten text recognition (HTR) across diverse datasets. This system employs multi-task learning and a sparse Mixture-of-Experts architecture…
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AI-generated AWS architectures often flawed, new tool aims to fix
AI models like Claude and Cursor can generate complex AWS architectures that appear impressive but are often expensive and insecure. These models tend to default to popular but inefficient solutions found in their train…
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GitHub Action automates cloud security audits in CI/CD pipelines
A new GitHub Action called stackql-audit-action has been released to automate cloud security audits within CI/CD pipelines. This tool integrates directly into workflows, running checks on services like Google Cloud Plat…
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AWS MCP Suite enables natural language management of cloud infrastructure
The AWS MCP Suite is a new tool that allows users to manage their AWS cloud infrastructure using natural language prompts through AI agents like Claude or Cursor. This suite integrates with core AWS services such as EC2…
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Hackers exploit AWS key to bill victims for AI model usage
Cybercriminals have exploited a leaked AWS admin key to gain unauthorized access to an Amazon Bedrock account. The attackers created a new IAM user, subscribed to paid AI models, and then billed the victim for the assoc…
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LLM-powered MCP streamlines IAM, enhancing security and developer efficiency
The Model Context Protocol (MCP) aims to streamline Identity and Access Management (IAM) by integrating it directly into the development environment, moving beyond basic API calls to handle complex tasks like multi-tena…
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AWS Bedrock launches AgentCore Gateway for AI tool access governance
Amazon Bedrock AgentCore Gateway offers a centralized solution for managing AI agent access to organizational tools, addressing risks like credential sprawl and policy drift. The gateway acts as a secure entry point, ut…
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AWS MCP Server drops proxy, impacting cross-account switching with OAuth 2.1
AWS has updated its MCP Server to support OAuth 2.1, removing the need for a local proxy for many clients. This change, effective July 9, 2026, allows OAuth-compatible tools like Claude Code, Cursor, and GitHub Copilot …
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Build a secure MCP server on AWS with Amazon Bedrock AgentCore
This tutorial details how to build a secure MCP server on AWS using Amazon Bedrock AgentCore. The server is designed to be small and read-only, capable of listing and reading text documents from an Amazon S3 bucket. It …
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AWS Bedrock adds granular cost attribution via Athena and CUDOS
AWS has introduced a new feature for Amazon Bedrock that allows for granular cost attribution, tracing each inference request back to the specific IAM principal that made the call. This enables detailed visibility into …
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Amazon EKS with MCP: AI-Powered Kubernetes Management Guide
This article provides a comprehensive guide to setting up and managing Amazon Elastic Kubernetes Service (EKS) with a focus on AI-powered Kubernetes management using MCP. It details the core architecture, including the …