Evaluating AI Agents: A production blueprint with Strands and AgentCore
Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection…
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Building trade assistant: How Jefferies optimized front office trading operations with AI
In this post, we explore how Jefferies overcame these challenges with a solution built on Strands Agents, an agent harness SDK for building AI agents that…
Building multi-Region visualizations with Highcharts in Amazon Quick
This post shows you how to build multi-Region carrier performance dashboards in Quick Sight using Highcharts custom visualizations to overcome native chart limitations. You will learn…
Detecting silent agent failures with Amazon Bedrock AgentCore optimization
Amazon Bedrock AgentCore optimization surfaces silent behavioral failures in production AI agents: the ones that pass every health check but still deliver wrong outcomes. Learn how…
Agentic retrieval for Amazon Bedrock Managed Knowledge Base
This post focuses on why classic retrieval falls short on multi-part questions, how the AgenticRetrieveStream API works (including request construction and trace parsing), and when to…
AI Teammates: how monday.com runs production AI agents on Amazon Bedrock
AI Teammates are agentic AI on Amazon Bedrock, and few engineering organizations run them in production at the scale that monday.com does. Nine in ten Builders…
Exploring self-distilled reasoning for supervised fine-tuning with Amazon Nova
In this post, we explore an idea for generating thinking tokens for datasets that lack reasoning traces in SFT customization. We first examine the reasoning suppression…
Custom OS installation now available on AWS DeepRacer devices
With the stock firmware and software, developers couldn't modify their AWS DeepRacer devices to use the latest operating systems. Now, developers can upgrade or install a…
Build specialized agent workflows for your business with Amazon Quick and NVIDIA NeMo Agent Toolkit
In this post, we show how Amazon Quick can serve as the business-user front door for specialized agent workflows. We use the NVIDIA NeMo Agent Toolkit…
How Couchbase built a multi-model AI architecture for Capella iQ with Amazon Bedrock
This post describes how Couchbase adopted Amazon Bedrock to power Capella iQ with Anthropic’s Claude family of models, the architectural decisions behind their multi-model approach, and…