Blog Posts | Joshua Berkowitz

28 Articles

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Revolutionizing AWS Security: IAM Policy Autopilot for Developers and AI Assistants

Managing Amazon Web ServicesIdentity and Access Management (IAM) policies helps secure resources but has been a challenge for developers striving to build secure, cloud-native applications quickly. AW...

AI assistants AWS cloud infrastructure developer tools IAM open source policy automation security

Dec 16, 2025

News

How GPU Acceleration and Automation Transform Vector Databases in Amazon OpenSearch Service

Want to build a billion-scale vector database in under an hour, all while slashing costs and minimizing manual effort? Well that’s now possible thanks to Amazon OpenSearch Service’s latest innovations...

AI search auto-optimization AWS cloud computing GPU acceleration OpenSearch performance vector database

Dec 16, 2025

News

AWS Champions Open Innovation for Agentic AI: The Future of MCP

Open-source technology is revolutionizing the way AI agents are developed and deployed. AWS is at the forefront of this movement, championing the Model Context Protocol (MCP) as a cornerstone for agen...

agentic AI AI agents asynchronous workflows AWS cloud integration Linux Foundation MCP open source

Dec 16, 2025

News

Amazon's High-Stakes Play: Giving Kiro Free to Startups to Win the AI Coding War

Entering a fiercely competitive market, Amazon is making waves by offering its new AI coding assistant, Kiro , free for a year to select startups. This move aims to attract early-stage companies eager...

AI coding Amazon AWS cloud computing developer tools Kiro startups tech strategy

Dec 6, 2025

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Reinforcement Fine-Tuning: Amazon Bedrock's Breakthrough for Smarter AI Models

Adapting AI models for business is often a trade-off between generic tools and high-cost, complex customization. Amazon Bedrock is revolutionizing this landscape by introducing reinforcement fine-tuni...

AI customization Amazon Bedrock AWS machine learning model deployment model fine-tuning reinforcement learning

Dec 6, 2025

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How AWS Is Making AI Agent Customization Faster and Smarter

The race to deploy AI is on, but many organizations struggle to balance performance with efficiency. AWS has stepped in with major updates to Amazon Bedrock and Amazon SageMaker AI, offering advanced ...

AI agents AI customization Amazon Bedrock AWS Model fine-tuning Reinforcement learning SageMaker AI Serverless AI

Dec 6, 2025

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Amazon EKS’s Provisioned Control Plane Looks to Deliver Predictable Kubernetes Performance

For organizations relying on Kubernetes to power critical or high-traffic applications, unpredictable performance can jeopardize both reliability and user experience. Amazon Elastic Kubernetes Service...

AI workloads AWS cloud infrastructure DevOps EKS Kubernetes performance scalability

Dec 4, 2025

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AWS re:Invent: Why Database Savings Plans Outshined AI Announcements

At this year's AWS re:Invent, the biggest surprise wasn't a breakthrough in artificial intelligence, it was a practical pricing update that stole the show. After nearly two hours highlighting new AI m...

AWS cloud pricing cloud services cost management database savings enterprise IT re:Invent serverless

Dec 4, 2025

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Accelerate Secure AI Deployments with AWS API MCP Server on AWS Marketplace

Organizations looking to innovate with AI now have a straightforward solution thanks to the AWS API MCP Server's debut on AWS Marketplace. This new offering enables teams to rapidly deploy and manage ...

AgentCore AI Deployment Amazon Bedrock API MCP Server AWS AWS Marketplace Cloud Security IAM

Nov 30, 2025

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Workflows Are Transforming the Future of Software Delivery

Organizations are experiencing a seismic shift in how software is delivered. The emergence of agentic AI is pushing businesses to move away from traditional applications and microservices, focusing in...

agentic AI automation AWS business alignment IT strategy software delivery workflows

Nov 28, 2025

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Amazon MWAA Serverless: Simplifying Workflow Orchestration for Data Teams

Managing Apache Airflow clusters has historically been complex and resource-intensive. The introduction of Amazon Managed Workflows for Apache Airflow (MWAA) Serverless changes that equation by lettin...

Airflow AWS cloud computing cost optimization data engineering security serverless workflow automation

Nov 18, 2025

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Amazon Bedrock AgentCore Gateway Unifies MCP Server Integration for Scalable AI Agents

Managing multiple specialized Model Context Protocol (MCP) servers can quickly become a headache as organizations scale their AI agent ecosystems. The latest enhancement, MCP server support in Amazon ...

AgentCore Gateway AI agents authentication AWS enterprise AI integration MCP servers tool discovery

Nov 15, 2025

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