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Latest from Amazon Cloud Developers

97 recent articles

Amazon Cloud Developers

Dec 18, 2025 · Artificial Intelligence

Building Agent Memory Modules: A Practical Guide for Next‑Gen Agentic AI

The article examines why large language models lack persistent state, outlines the goals and types of memory for AI agents, details design considerations, presents real‑world scenarios and case studies, and compares open‑source frameworks (Mem0, Letta, LangMem) with AWS Bedrock AgentCore’s managed memory solution.

AWS BedrockContext EngineeringLLM

0 likes · 26 min read

Building Agent Memory Modules: A Practical Guide for Next‑Gen Agentic AI

Amazon Cloud Developers

Dec 17, 2025 · Artificial Intelligence

Agentic AI Guide: Choosing the Right Dedicated Sandbox Environment

This article analyzes why modern AI agents need isolated sandbox environments, outlines the two main use cases—code execution and visual interaction—details technical requirements such as easy integration, lifecycle management, and strict security, compares container versus micro‑VM approaches, and provides practical guidance for selecting the best sandbox solution on AWS.

AWSAgentCoreE2B

0 likes · 28 min read

Agentic AI Guide: Choosing the Right Dedicated Sandbox Environment

Amazon Cloud Developers

Dec 16, 2025 · Artificial Intelligence

Why Agent Prototypes Stall and How AgentCore Enables Scalable Enterprise AI

The article explains how the focus of enterprise AI has shifted to autonomous agents, why many prototypes fail to scale due to infrastructure gaps, and how Amazon Bedrock AgentCore combined with Anthropic's Claude provides the model capability and production‑grade services needed for real‑world deployments, illustrated by Cox Automotive and Druva case studies.

AI InfrastructureAgentCoreAmazon Bedrock

0 likes · 20 min read

Why Agent Prototypes Stall and How AgentCore Enables Scalable Enterprise AI

Amazon Cloud Developers

Dec 15, 2025 · Artificial Intelligence

Can AI Handle 90% of Data‑Protection Tasks? Multi‑Agent Assistant Cuts Time 70%

Druva’s multi‑agent AI assistant, built on Amazon Bedrock AgentCore, lets users resolve up to 90% of routine data‑protection tasks via natural‑language chat, shrinking backup‑failure troubleshooting from hours to minutes and delivering a 70% overall efficiency gain, backed by detailed performance evaluations.

AIAgentCoreAmazon Bedrock

0 likes · 16 min read

Can AI Handle 90% of Data‑Protection Tasks? Multi‑Agent Assistant Cuts Time 70%

Amazon Cloud Developers

Dec 12, 2025 · Artificial Intelligence

Breaking Agent Silos: AgentCore Runtime Now Supports the A2A Protocol

Amazon Bedrock AgentCore Runtime has added native support for the Agent‑to‑Agent (A2A) protocol, enabling AI agents built with different frameworks to discover each other, share capabilities, and collaborate securely across cloud and edge environments, with a step‑by‑step guide and a real‑world monitoring use case.

A2A protocolAI agentsAgentCore Runtime

0 likes · 21 min read

Breaking Agent Silos: AgentCore Runtime Now Supports the A2A Protocol

Amazon Cloud Developers

Dec 5, 2025 · Cloud Computing

Hard‑Core Cloud Foundations Power Agentic AI: Highlights from re:Invent 2025 Peter & Dave Keynote

At re:Invent 2025, AWS executives Peter DeSantis and Dave Brown detailed a series of hardware and service innovations—including Graviton5, Trainium3/4, Lambda Managed Instances, Project Mantle, and S3 Vectors—showcasing how security, availability, elasticity, cost, and agility are becoming even more critical for the AI era, with concrete performance benchmarks from customers such as Airbnb, Apple, and Twelve Labs.

AIAWSCloud

0 likes · 14 min read

Hard‑Core Cloud Foundations Power Agentic AI: Highlights from re:Invent 2025 Peter & Dave Keynote

Amazon Cloud Developers

Dec 4, 2025 · Artificial Intelligence

Building Reliable, Efficient AI Agents: Key Takeaways from Swami’s re:Invent 2025 Talk

Swami Sivasubramanian’s re:Invent 2025 keynote outlines a four‑pillar framework—Easy to Build, Efficiency, Trust, Reliability—to move AI agents from POC jail to production, detailing innovations such as Strands Agents SDK, Amazon Nova Act’s 90% reliability, Bedrock’s +66% fine‑tuning accuracy, Episodic Memory, and Reinforcement Fine‑Tuning, all backed by real‑world demos and benchmark results.

AI agentsAWSAmazon Bedrock

0 likes · 16 min read

Building Reliable, Efficient AI Agents: Key Takeaways from Swami’s re:Invent 2025 Talk

Amazon Cloud Developers

Dec 3, 2025 · Cloud Computing

The Road to Billions of AI Agents: Key Takeaways from Matt Garman’s re:Invent 2025 Keynote

At AWS re:Invent 2025, CEO Matt Garman outlined four essential pillars for building AI agents, unveiled three frontier agents, introduced the Amazon Nova 2 model series and 25 major cloud service innovations, and argued that billions of agents will soon deliver ten‑fold efficiency gains across enterprises.

AI agentsAWSCloud Computing

0 likes · 20 min read

The Road to Billions of AI Agents: Key Takeaways from Matt Garman’s re:Invent 2025 Keynote

Amazon Cloud Developers

Nov 29, 2025 · Artificial Intelligence

What You Must Know About AI Agents: Insights from Dr. Swami’s TED Talk

The article summarizes Dr. Swami Sivasubramanian’s TED talk, defining AI Agents, detailing three milestones that built developer trust through mathematical verification, showcasing democratized agent construction with real‑world examples, and outlining how these advances will reshape creativity and scientific discovery.

AI AgentArtificial IntelligenceMathematical Verification

0 likes · 11 min read

What You Must Know About AI Agents: Insights from Dr. Swami’s TED Talk

Amazon Cloud Developers

Nov 25, 2025 · Artificial Intelligence

Flagship AI Performance at One‑Third Cost: Claude Opus 4.5 on Amazon Bedrock

Claude Opus 4.5, now on Amazon Bedrock, delivers flagship‑level AI capabilities for coding, agent development, and office automation at roughly one‑third the cost of its predecessor, outperforming Sonnet 4.5 and Opus 4.1 on benchmarks such as SWE‑bench (80.9%) and MMMU (80.7%), while offering tool‑search, tool‑example support, and flexible effort settings for production‑grade agents.

AI agentsAmazon BedrockClaude Opus 4.5

0 likes · 14 min read

Flagship AI Performance at One‑Third Cost: Claude Opus 4.5 on Amazon Bedrock