Reactive Machines

Build AI agents with Amazon Bedrock AgentCore using AWS CloudFormation

Build AI agents with Amazon Bedrock AgentCore using AWS CloudFormation

Agentic-AI has become essential for delivering production-ready AI applications, yet many developers struggle with manually configuring agent infrastructure in multiple…
How PDI built an enterprise-grade RAG system for AI applications with AWS

How PDI built an enterprise-grade RAG system for AI applications with AWS

PDI Technologies is a global leader in the convenience retail and petroleum wholesale industries. They help businesses around the globe…
How Thomson Reuters built an Agentic Platform Engineering Hub with Amazon Bedrock AgentCore

How Thomson Reuters built an Agentic Platform Engineering Hub with Amazon Bedrock AgentCore

Thomson Reuters (TR) is a leading AI and technology company dedicated to delivering trusted content and workflow automation solutions. With…
50+ Machine Learning Resources for Self Study in 2026

50+ Machine Learning Resources for Self Study in 2026

Are you following the trend or genuinely interested in Machine Learning? Either way, you will need the right resources to…
How bunq handles 97% of support with Amazon Bedrock

How bunq handles 97% of support with Amazon Bedrock

This post was co-authored with Benjamin Kleppe, Machine Learning Engineering Lead at bunq. The integration of agentic AI is transforming…
DiffuCoder: Understanding and Developing Hidden Diffusion Models for Coding

DiffuCoder: Understanding and Developing Hidden Diffusion Models for Coding

Large-scale linguistic models (dLLMs) are compelling alternatives to autoregressive (AR) models because their denoising models apply to all sequences. The…
Introducing multimodal retrieval for Amazon Bedrock Knowledge Bases

Introducing multimodal retrieval for Amazon Bedrock Knowledge Bases

We are excited to announce the general availability of multimodal retrieval for Amazon Bedrock Knowledge Bases. This new capability adds…
100 Data Science Interview Questions & Answers 2026

100 Data Science Interview Questions & Answers 2026

Imagine stepping into your first data science interview—your palms are sweaty, your mind racing, and then… you get a question…
Advanced fine-tuning techniques for multi-agent orchestration: Patterns from Amazon at scale

Advanced fine-tuning techniques for multi-agent orchestration: Patterns from Amazon at scale

Our work with large enterprise customers and Amazon teams has revealed that high stakes use cases continue to benefit significantly…
The Data-Quality Illusion: Rethinking Quality-Based Filtering for LLM Pretraining

The Data-Quality Illusion: Rethinking Quality-Based Filtering for LLM Pretraining

Large models are pre-trained on large datasets that appear on the web that contain documents of mixed quality, making data…
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