A developer proposes NEXUS (Mesh Intelligence Hub), an architecture combining an LLM agent with an Istio service mesh on Amazon EKS to enforce read-only access and explicit deny policies, preventing A…
Kagent, an open-source Kubernetes operator for AI agents, lets users define agents as custom resources and reconcile them into running workloads, with the operator owning the workload, reasoning loop,…
Amazon Web Services (AWS) announced that Amazon Bedrock AgentCore Observability now supports monitoring AI agents deployed on-premises or in multi-cloud environments, including Google Cloud Platform (…
Moonshot AI released Kimi K3, a 2.8 trillion parameter Mixture of Experts (MoE) model, on July 27, 2026, making it the first open-weight system to reach the 3 trillion parameter class. The model requi…
A developer built a production-safe AI remediation firewall for Amazon EKS, demonstrating how to spread a service across simulated availability zones so that losing an entire zone drops zero requests.…
Karpenter v1.14.0 can autoscale GPU inference on Amazon EKS by provisioning spot GPU nodes on demand, bin-packing a vLLM v0.25.1 model server, and deleting nodes when traffic drops, eliminating static…
Modern QA teams must master AWS to test cloud-native, microservices, serverless, containerized, and AI-driven applications. The guide covers architecture, key services, workflows, security, cost, obse…
Couchbase built a multi-model AI architecture for its Capella iQ developer assistant using Amazon Bedrock, adopting Anthropic's Claude family of models to support database query generation, index reco…
Kubernetes and Amazon EKS are ill-suited for AI agent workloads because the container orchestration model was designed for stateless HTTP requests, not long-running, stateful agent processes, accordin…
AWS has shipped a self-hosted control plane called the Claude apps gateway for AWS that gives organizations a single point of control over access, cost, and policy for Claude Code and Claude Desktop. …
AWS and Stardog have partnered to build a semantic layer for agentic AI on AWS, using Stardog's Semantic AI Application over Amazon Aurora and Amazon Redshift, and running agents on Amazon Bedrock Age…
Amazon Web Services announced a partnership with Unsloth to deploy quantized foundation models on Amazon SageMaker AI, reducing memory usage and serving costs while maintaining accuracy. The collabora…
AWS's DevOps Agent walkthrough demonstrates how incident response is evolving into a review workflow, using specific evidence from Amazon EKS control-plane issues. The agent correlates metrics, logs, …
AWS announced the availability of Claude Sonnet 5, Anthropic's most capable Sonnet model, on its platform, alongside the general availability of Amazon WorkSpaces for AI agents, enabling secure deskto…
Amazon Web Services released best practices for multi-turn reinforcement learning in Amazon SageMaker AI, covering environment design, reward alignment, and evaluation. The guidance helps developers t…
Cara, an AI-native solution built on AWS, automates back-office processes for enterprise insurance brokerages, addressing manual workflows and talent shortages. The platform uses Amazon EKS for orches…
Depot now supports SOCI v2 for container builds, enabling lazy-pulling of images to drastically reduce startup times. The feature generates a SOCI index during the build process, allowing containers t…
Amazon Web Services announced the general availability of EC2 G7 instances, the first major cloud provider to support NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs, delivering up to 4.6x AI infere…
Pinterest committed $4 billion to Amazon Web Services for cloud and AI infrastructure through 2031, marking the company's largest infrastructure deal to date. The agreement expands Pinterest's use of …
Here is a factual summary of the article: The article outlines a practical, layered security baseline for Amazon EKS, emphasizing that security must be addressed across image hygiene, identity, netwo…