Building a restaurant telephony AI host with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic
TutoSartup excerpt from this article:
The system uses Amazon Bedrock AgentCore to host and run the agent and Amazon Nova 2 Sonic for real-time speech, connected to a restaurant backend through the Model Context Protocol (MCP)... The walkthrough covers deploying the full stack with AWS Cloud Development Kit (AWS CDK) and bridging a phone call into the agent through a Session Initiation Protocol (SIP) gateway on Amazon Elastic Containe...
The system uses Amazon Bedrock AgentCore to host and run the agent and Amazon Nova 2 Sonic for real-time speech, connected to a restaurant backend through the Model Context Protocol (MCP)... The walkthrough covers deploying the full stack with AWS Cloud Development Kit (AWS CDK) and bridging a phone call into the agent through a Session Initiation Protocol (SIP) gateway on Amazon Elastic Containe...
Prioritize your AWS Health alerts using AWS User Notifications
TutoSartup excerpt from this article:
This post walks you through a lightweight approach to solving this problem using AWS User Notifications, a fully managed service for routing AWS events to your preferred delivery channels... INFORMATIONAL — Matches everything else using an anything-but filter such as accountNotification... AWS User Notifications batches these within a five-minute window and delivers them as grouped summaries...
This post walks you through a lightweight approach to solving this problem using AWS User Notifications, a fully managed service for routing AWS events to your preferred delivery channels... INFORMATIONAL — Matches everything else using an anything-but filter such as accountNotification... AWS User Notifications batches these within a five-minute window and delivers them as grouped summaries...
Cooler June Inflation Clashes with Fresh Middle East Risk
TutoSartup excerpt from this article:
Federal Reserve officials are talking tough on inflation, but the outlook for monetary policy is still cloudy amid murky geopolitical and economic conditions... Governor Christopher Waller set the tone on Monday, noting that raising interest rates may be necessary in the “near term” if inflation continues running well above the 2% target... “Sternly staring at inflation until it melts before...
Federal Reserve officials are talking tough on inflation, but the outlook for monetary policy is still cloudy amid murky geopolitical and economic conditions... Governor Christopher Waller set the tone on Monday, noting that raising interest rates may be necessary in the “near term” if inflation continues running well above the 2% target... “Sternly staring at inflation until it melts before...
Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance
TutoSartup excerpt from this article:
The company deployed an AI-powered document processing engine on Amazon Bedrock and the AWS Intelligent Document Processing (IDP) Accelerator... In this post, we share the need for AI-powered document intelligence in real estate and an architectural deep dive to build it... Real estate finance runs on documents: draw packages, loan agreements, invoices, insurance certificates, inspection reports...
The company deployed an AI-powered document processing engine on Amazon Bedrock and the AWS Intelligent Document Processing (IDP) Accelerator... In this post, we share the need for AI-powered document intelligence in real estate and an architectural deep dive to build it... Real estate finance runs on documents: draw packages, loan agreements, invoices, insurance certificates, inspection reports...
Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers
TutoSartup excerpt from this article:
Finally, Amazon Rekognition specializes in image analysis, performing functions such as object detection... The system accepts both images and videos, supporting a wide range of formats including PNG, JPG, JPEG, GIF, WEBP for images, and MP4, AVI, MOV, MKV, WEBM, MPEG4 for videos, with a maximum file size limit of 200 MB...YOUR ROLE: Single-agent CV specialist- Handle image/video analysis, cr...
Finally, Amazon Rekognition specializes in image analysis, performing functions such as object detection... The system accepts both images and videos, supporting a wide range of formats including PNG, JPG, JPEG, GIF, WEBP for images, and MP4, AVI, MOV, MKV, WEBM, MPEG4 for videos, with a maximum file size limit of 200 MB...YOUR ROLE: Single-agent CV specialist- Handle image/video analysis, cr...
Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards
TutoSartup excerpt from this article:
Using Amazon SageMaker Pipelines, organizations can automate their machine learning (ML) workloads and distribute them over many AWS accounts and AWS Regions as part of their Machine Learning Operations (MLOps) strategy... However, monitoring SageMaker Pipelines can become complex when they are distributed across many AWS environments... Developers and operations engineers must manually switch be...
Using Amazon SageMaker Pipelines, organizations can automate their machine learning (ML) workloads and distribute them over many AWS accounts and AWS Regions as part of their Machine Learning Operations (MLOps) strategy... However, monitoring SageMaker Pipelines can become complex when they are distributed across many AWS environments... Developers and operations engineers must manually switch be...
How bitdrift scaled to 121 million concurrent gRPC connections on Amazon CloudFront for live telemetry sporting events
TutoSartup excerpt from this article:
When 121 million mobile devices establish persistent gRPC connections to your origin infrastructure within seconds of a live broadcast, the routing policy behind your DNS records matters far more than it does at normal traffic levels... The wrong policy can concentrate all your connections onto a single origin endpoint, turning a scaling success into an outage... The DNS resolution imbalance Dur...
When 121 million mobile devices establish persistent gRPC connections to your origin infrastructure within seconds of a live broadcast, the routing policy behind your DNS records matters far more than it does at normal traffic levels... The wrong policy can concentrate all your connections onto a single origin endpoint, turning a scaling success into an outage... The DNS resolution imbalance Dur...