aws-agent-toolkit

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AWS Weekly Roundup: Amazon Bedrock AgentCore payments, Agent Toolkit for AWS, and more (May 11, 2026) | Amazon Web Services (opens in new tab)

The May 11, 2026 AWS roundup highlights growing support for autonomous AI agents, especially through Amazon Bedrock AgentCore’s managed payment capabilities. It also covers new tools for building secure agents on AWS, enhanced WorkSpaces automation, faster EC2 instances, and updates across Valkey, vector search, and agentic SRE operations. ## AgentCore Payments for Autonomous Agents - Amazon Bedrock AgentCore previewed managed payments for AI agents. - Agents can autonomously pay for: - APIs - MCP servers - Web content - Other agents - The service was developed with Coinbase and Stripe to handle billing, credentials, and compliance. - Developers can connect: - Coinbase CDP wallets - Stripe Privy wallets - Session-level spending limits help control agent transactions. - Potential applications include research agents purchasing live market data and coding agents calling paid APIs during execution. ## New Tools for Building AI Agents on AWS - **Agent Toolkit for AWS** provides production-ready tools and guidance at no additional charge. - It aims to reduce coding errors and token usage while adding enterprise security controls. - The toolkit replaces AWS Labs’ earlier MCP servers, plugins, and skills. - **AWS MCP Server** is now generally available as a managed, remote MCP server. - It provides secure, authenticated access to AWS services. - Agents interact through a small, standardized set of tools. - It is included in the Agent Toolkit for AWS. ## AI-Controlled Workspaces and New EC2 Instances - **Amazon WorkSpaces for AI agents** entered preview. - Agents can securely access and operate desktop applications. - Managed WorkSpaces environments provide governance and compliance controls. - The capability targets large-scale automation of everyday workflows. - New **EC2 M8idn/M8idb and R8idn/R8idb instances** use sixth-generation Intel Xeon processors and AWS Nitro cards. - They provide up to 43% better compute performance per vCPU than prior generations. - M8idn and R8idn offer up to 600 Gbps of network bandwidth. - M8idb and R8idb offer up to 300 Gbps of EBS bandwidth. ## Valkey and Vector Search Updates - Valkey, the community-driven Redis alternative, marked its second anniversary. - It has surpassed: - 100 million Docker pulls - 225 contributors - 1,500 pull requests - Valkey’s development pace is described as roughly twice that of Redis over the same period. - Valkey 9.0 is available through Amazon ElastiCache. - Amazon Aurora PostgreSQL-Compatible Edition can query billion-scale Amazon S3 Vectors using standard SQL. - Vector similarity searches can be combined with relational filters, such as price, inventory, or tenant, in a single query. ## Agentic Site Reliability Engineering - AWS DevOps Agent can be configured with “Spaces” that define investigation scopes. - It integrates with Amazon CloudWatch, Splunk, GitHub, and Slack. - Webhooks can trigger automated investigations. - The system can create mitigation plans and produce agent-ready specifications for coding tools such as Kiro. AWS’s latest updates emphasize autonomous agents that can transact, operate software, investigate incidents, and interact with cloud services while remaining governed by enterprise security and spending controls. Teams interested in these capabilities should start with the Agent Toolkit for AWS and explore the related previews and documentation.