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Worldwide Express (part of ShipStation Global) built a multi-agent system on Amazon EC2 with Amazon Bedrock inference that works directly in its SpeedShip transportation management system to resolve LTL freight invoice e...
MoEngage used Amazon Bedrock AgentCore Gateway to expose over 400 internal REST APIs as permission-scoped agent tools without public endpoints or per-API networking. The architecture relies on OpenAPI specs, Cedar polici...
AWS published a walkthrough for distributed PyTorch training on Amazon EKS using the Ray Train Deep Learning Container (DLC), KubeRay, and Elastic Fabric Adapter (EFA). The post demonstrates fine-tuning Qwen2.5-1.5B with...
AWS has announced Seekable OCI (SOCI) indexing for SageMaker AI Training and processing jobs, enabling lazy loading of container images so jobs start in seconds instead of waiting for full image downloads. The feature wo...
AWS published a hands-on guide to Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI, which trains models on end-of-episode rewards rather than per-step labels. Agents hosted on Bedrock AgentCore (or EKS, EC...
This AWS Machine Learning Blog post walks through deploying the Kokoro-82M text-to-speech model as a custom container on an Amazon SageMaker AI real-time endpoint, then deriving autoscaling thresholds from two live measu...
An AWS Machine Learning Blog post describes a reference architecture for giving AI agents verifiable, revocable cryptographic identities using Keyfactor EJBCA X.509 PKI on AWS. The design adds signed request envelopes wi...
AWS's ML blog describes a reference architecture that pairs the Denodo Platform with Amazon Bedrock AgentCore to give agents governed access to federated enterprise data. The Denodo MCP Server exposes semantic views...
AWS details a bi-directional KV cache transfer capability in vLLM that lets decode nodes return retained KV blocks to prefill nodes on later conversation turns, avoiding repeated prefill computation in P-D disaggregated...
AWS describes a push-based NIXL KV connector for vLLM's prefill-decode disaggregated serving, contributed upstream as an accelerator-agnostic feature. Instead of the decode instance pulling KV blocks after prefill,...
Deepgram and AWS Forward Deployed Engineering ported the Nova-3 speech-to-text model from standard PyTorch to AWS Trainium2 for offline batch workloads like contact-center analytics and medical transcription. The effort...
AWS details a tutorial for deploying one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Container. The setup separates prefill and decode phases onto different nodes be...
Orca Security partnered with AWS to build Discovery AI, a natural-language query agent on Amazon Bedrock that converts security questions into Sonar/Discovery filters. The production system uses a nine-stage pipeline com...
🌐 AWS Transforms OpenSearch: The Internet's Default User is Shifting from Humans to MachinesCloudflare recently released a striking statistic: over the past six months, bots have accounted for 31% of all HTTP tr...
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