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Amazon Cloud Developers

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.

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Recent Articles

Latest from Amazon Cloud Developers

97 recent articles
Amazon Cloud Developers
Amazon Cloud Developers
Apr 1, 2026 · Artificial Intelligence

Achieving Pro‑Level Vision Detection with Minimal Cost: Fine‑Tuning Amazon Nova Lite

By fine‑tuning Amazon Nova Lite 1.0 on Amazon Bedrock, the study demonstrates how a small training dataset can dramatically improve instruction following and reduce detection boxes—up to 92% fewer—while achieving Pro‑grade accuracy in aerial group detection and low‑light monitoring, all at a fraction of the cost.

Amazon BedrockAmazon Nova LiteComputer Vision
0 likes · 20 min read
Achieving Pro‑Level Vision Detection with Minimal Cost: Fine‑Tuning Amazon Nova Lite
Amazon Cloud Developers
Amazon Cloud Developers
Mar 30, 2026 · Artificial Intelligence

How to Build a Real‑Time Voice AI Agent That Understands and Acts for Fast‑Fashion E‑Commerce

The article analyzes the challenges of fast‑fashion e‑commerce customer service and presents a cloud‑native, real‑time, bidirectional‑speech architecture built on Amazon Nova 2 Sonic, Strands Agents, and AgentCore Runtime, showing how it achieves low latency, interruptibility, actionable responses, and production‑grade security while supporting multi‑language, multi‑region deployments.

AgentCore RuntimeAmazon BedrockE‑commerce Customer Service
0 likes · 28 min read
How to Build a Real‑Time Voice AI Agent That Understands and Acts for Fast‑Fashion E‑Commerce
Amazon Cloud Developers
Amazon Cloud Developers
Mar 27, 2026 · Artificial Intelligence

Deploy a Fast‑Fashion E‑Commerce AI Agent in Days to Handle Millions of Concurrent Queries

This article provides a comprehensive, step‑by‑step guide on using Amazon Bedrock AgentCore Runtime to quickly build, deploy, and scale AI agents for fast‑fashion e‑commerce scenarios—covering architecture, supported protocols, session isolation, asynchronous processing, memory management, code examples, and multi‑agent coordination—enabling millions of simultaneous customer interactions with enterprise‑grade security and reliability.

AI AgentAWS BedrockAgentCore Runtime
0 likes · 40 min read
Deploy a Fast‑Fashion E‑Commerce AI Agent in Days to Handle Millions of Concurrent Queries
Amazon Cloud Developers
Amazon Cloud Developers
Mar 25, 2026 · Artificial Intelligence

Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore

This guide shows how fast‑fashion e‑commerce teams can use Amazon Bedrock AgentCore MCP Server to accelerate the development, configuration, testing, and deployment of a reliable, extensible AI customer‑service agent, cutting setup time from hours of documentation reading to minutes of instant code generation.

AI agentsAgentCoreAmazon Bedrock
0 likes · 26 min read
Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore
Amazon Cloud Developers
Amazon Cloud Developers
Mar 3, 2026 · Cloud Computing

Designing a Resilient Direct Connect Architecture to Ensure Business Continuity

This guide explains how to build a highly resilient AWS Direct Connect network—distinguishing redundancy from true resilience, modeling failure and maintenance scenarios, applying AS‑Path prepend and route withdrawal, deploying a maximum‑resilience topology with dual connections per location, enabling BFD for sub‑second fault detection, and regularly testing failover—to keep critical workloads online during planned windows or unexpected incidents.

AWS Direct ConnectBFDBGP
0 likes · 14 min read
Designing a Resilient Direct Connect Architecture to Ensure Business Continuity
Amazon Cloud Developers
Amazon Cloud Developers
Mar 2, 2026 · Artificial Intelligence

How AgentCore Uses Multi‑Agent AI to Turn E‑commerce Data into Actionable Insights

The article explains how enterprises can overcome the "massive data, scarce insight" paradox in e‑commerce by adopting a multi‑agent architecture built on LangGraph and Amazon Bedrock AgentCore, detailing the system’s layered design, state management, end‑to‑end QBR report generation, and production‑grade deployment steps.

AgentCoreAmazon BedrockContent Generation
0 likes · 21 min read
How AgentCore Uses Multi‑Agent AI to Turn E‑commerce Data into Actionable Insights
Amazon Cloud Developers
Amazon Cloud Developers
Feb 26, 2026 · Artificial Intelligence

How Amazon Device Farm + MCP Server Boost Mobile AI Testing Efficiency by 98%

The article analyses how integrating Amazon Device Farm with the Model Context Protocol (MCP) creates a cloud‑native AI‑driven mobile testing pipeline that eliminates manual steps, cuts test execution time by 98%, reduces costs by 91%, and expands device coverage from a handful to over fifty real devices.

AI testingAmazon Device FarmMCP protocol
0 likes · 13 min read
How Amazon Device Farm + MCP Server Boost Mobile AI Testing Efficiency by 98%