Official technical community of Amazon Cloud. Shares practical AI/ML, big data, database, modern app development, IoT content, offers comprehensive learning resources, hosts regular developer events, and continuously empowers developers.
Claude Platform is now officially available on AWS, letting developers access Anthropic’s full native API and features through existing AWS accounts without separate credentials, and providing step‑by‑step guidance on authentication, workspace setup, API calls, monitoring, and cost management.
The article analyzes how software is evolving from static applications to goal‑driven AI agents, detailing the looped decision process, hierarchical architecture, multi‑agent collaboration, semantic data handling, memory as a knowledge system, and the cloud‑native deployment challenges of cost, security, and state management.
JoyCastle faced a growing ad‑asset library that slowed creative production, so it built an AI‑powered management system using Amazon Nova Multimodal Embeddings, achieving unified semantic search, automatic video segmentation, 96.7% recall and a 73.3% top‑2 precision while reducing manual labeling effort.
AWS has completed a Day‑0 rapid adaptation of Xiaomi’s open‑source MiMo‑V2.5‑Pro model, enabling developers worldwide to run the 1‑trillion‑parameter, 1‑million‑token model on Amazon Trainium chips with high‑throughput, low‑latency inference via Neuron SDK integration, and offers three deployment paths—EC2, SageMaker, and EKS/ECS.
This case study details how a media platform processed 2,500 short‑series episodes in three days using a serverless AWS pipeline that merged and transcoded videos while reducing total cost by 60% compared with a MediaConvert‑only solution.
As data volumes grow, enterprises struggle to locate and interpret information quickly, so this article proposes a Data Agent built on OpenClaw that uses Amazon Bedrock and Snowflake experts to autonomously explore data, collaborate across domains, and deliver insights from a simple natural‑language query.
Amazon Quick Suite lets non‑technical users query enterprise data with natural language, integrating unified data access, AI‑driven analysis, and collaborative Spaces, while providing step‑by‑step guidance for connecting databases, creating datasets, dashboards, Topics, and chat‑based Q&A to accelerate data‑driven decisions.
The article analyses OpenClaw’s rapid popularity and the resulting token‑explosion issue, classifies its causes into injection, repetition and black‑box types, then details how Harness‑level observability, layered memory management and progressive skill disclosure can monitor and cut token waste, with concrete Amazon Bedrock metrics and implementation tips.
Amazon GameLift Servers introduces Player Gateway, an active DDoS mitigation layer that hides server IPs and validates traffic without modifying game servers, and Ping Beacons, a UDP‑based multi‑region latency measurement tool; both are free, SDK‑driven features that simplify secure, low‑latency multiplayer deployment.
This article shows how to use Kiro IDE to turn business needs into AI Agent solutions, generate SPEC‑driven documentation, and deploy the agents on Amazon Bedrock AgentCore, covering the AI‑driven development workflow, architecture choices, code examples, deployment steps, and common troubleshooting tips.
