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ExternalAI
AWS Machine Learning Blog

Serverless MCP server for AI agent data lake access on Amazon ECS Fargate

Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure, metadata-driven access to an enterprise data lake. Exposing a new dataset requires only a JSON file, with no per-dataset integration code.

Amazon Elastic Container ServiceAWS FargateIntermediate (200)
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 2

In Part 1 you built one governed agent. Part 2 scales the pattern to an enterprise: Amazon Bedrock AgentCore Gateway becomes the single front door and redeems Okta's grant, Cedar policies bind each tool to the agent, a second agent runs on Amazon EKS, and AgentCore Observability traces every allow and deny beside Okta's log in Amazon CloudWatch.

Amazon Bedrock AgentCoreExpert (400)Technical How-to
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 1

An AI agent that acts for a user raises an identity question that per-app OAuth and service accounts leave open: which agent may act for which user, and how you stop it. In this first post of two, you build a task agent on Amazon Bedrock AgentCore that governs access through Okta Cross App Access and AgentCore Identity, and enforces each user's authority.

Amazon Bedrock AgentCoreExpert (400)Technical How-to
AWS Machine Learning BlogRead original
ExternalBackend Development
Laravel News

PhpStorm 2026.3 Adds an Agent Workspace and PHP 8.6 Support

PhpStorm 2026.3 adds PHP 8.6 support, new Laravel inspections, a Processes tab for queue workers, and Air, a workspace for coding agents. The post PhpStorm 2026.3 Adds an Agent Workspace and PHP 8.6 Support appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

News
Laravel NewsRead original
ExternalSoftware Engineering
DZone

Chaos Engineering and Kafka In Action: Topic Level Idempotence and Retry Check

Everyone is rushing to build AI agents right now, but GenAI integration really just puts a stronger spotlight on solid system design and backend reliability. An AI agent relies entirely on the APIs and data pipelines underneath it. If your backend drops events or double-processes payments during a network blip, even the best agent will just execute a broken workflow faster.  To build resilient systems, you need to see how they break. Reading Kafka documentation on fault tolerance helps, but inte

ExternalFrontend Development
Vercel Blog

Vercel Tracing is now generally available

is now generally available on all plans. You can now search and inspect traces from the or the , and new Next.js projects get tracing by default. Pricing is unchanged from the beta.Vercel TracingdashboardVercel CLI In beta, you could only open a trace per request from the Logs page. The new Traces page shows every trace and span in one place, for a project or your whole team. Switch between a Spans list and a Traces list, filter each, and search with (KQL). A Live mode streams new traces as th

Vercel BlogRead original

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