Blog Posts | Joshua Berkowitz

11 Articles

2025 × AWS ×

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

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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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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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Pitt’s Bold AI Partnership with Anthropic and AWS Is Redefining Campus Life

Ai is transforming acedemic instutions at an amazing rate. Now artificial intelligence assists students in real time, supports faculty research, and streamlines campus operations, all while maintainin...

AI in education Anthropic AWS Claude for Education cloud computing responsible AI university innovation workforce readiness

Oct 28, 2025

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AWS RTB Fabric Is Transforming Real-Time Bidding in AdTech

AdTech companies are racing to meet the demand for real-time, scalable, and affordable solutions. AWS RTB Fabric is set to redefine how real-time bidding (RTB) workloads are managed, offering a fully ...

AdTech AI integration AWS cloud infrastructure networking programmatic advertising real-time bidding traffic management

Oct 25, 2025

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How the AWS Outage Exposed the Internet’s Cloud Dependency

The Register has reported that millions of users were left scrambling when a major Amazon Web Services (AWS) outage brought down some of the internet’s most popular platforms. The event highlighted th...

AWS cloud computing cloud outage disaster recovery DNS DynamoDB internet disruption

Oct 20, 2025

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Amazon Bedrock AgentCore Is Bringing AI Agents to the Enterprise

AI agents have long held the promise of revolutionizing business operations, but moving them from experimental pilots to secure, enterprise-ready applications has proven difficult. Today, Amazon Be...

AgentCore AI agents automation AWS cloud computing enterprise AI scalability security

Oct 15, 2025

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AWS Updates: Claude Sonnet 4.5, Outposts Storage, ECS Managed Instances, and More

Each week, AWS continues to set the pace for cloud innovation, delivering new tools and integrations that empower both enterprises and individual developers. This week’s highlights showcase how AWS is...

AI Agents Amazon Bedrock AWS Cloud Computing Cloud Events DevOps ECS Outposts

Oct 7, 2025

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AWS Builder Center: Your New Home for Building, Learning, and Connecting

Accessing AWS resources and community support can often feel scattered. AWS has addressed this challenge with the launch of the AWS Builder Center, a centralized hub that brings together everything bu...

AWS community developer resources learning localization networking product feedback Wishlist

Jul 22, 2025

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