AI Agent Failure Detection and Root Cause Analysis with Strands Evals

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Detectors in the Strands Evals SDK remove this bottleneck by automatically identifying failures in agent execution traces and performing root cause analysis, so you can reduce diagnosis time from hours to minutes... In this post, we walk you through calling the detector functions to diagnose real agent failures... You learn how to interpret their structured output: categorized failures with conf...

How Samsung achieved real-time pricing with AWS Lambda Response Streaming

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In high-traffic ecommerce, achieving real-time pricing is critical to prevent price inconsistency...com is Samsung’s primary direct-to-consumer channel, selling smartphones, TVs, appliances, and accessories, each with multiple variants, offers, and regional pricing... To maintain low latency for these high-density Product Listing Pages (PLPs) and comparison tables, the legacy infrastructure re...

Build context-rich research agents with Deep Agents and Bedrock AgentCore

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If your agent reads ten web pages, its context window (the amount of text a large language model (LLM) can process at once) gets filled with raw content... A better approach is to delegate deep work to isolated subagents that return only concise results... LangChain Deep Agents handles this orchestration, spawning specialized ephemeral subagents and managing their lifecycle... Amazon Bedrock Age...

AWS Weekly Roundup: AWS FinOps Agent in preview, Gemma 4 on Bedrock, Kiro Pro Max, and more (June 15, 2026)

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Upcoming AWS events Check your calendar and sign up for upcoming AWS events: AWS Summits — AWS Summits are free in-person events covering cloud and AI... Upcoming events include Montreal, Canada (June 20), Indianapolis, USA (June 24), Hangzhou, China (June 28), Bengaluru, India (July 11), and Yaoundé, Cameroon (July 25)... You can also browse upcoming AWS-led in-person and virtual even...

The Strait Reopens: A Turning Point or a Temporary Truce?

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The major asset classes begin trading today with a wide range of performance results since the war started on Feb... (VNQI) have suffered the most among the major asset classes, slumping 10%... GMI is an unmanaged, market‑value‑weighted mix of the major asset classes (excluding cash) via ETF proxies and represents a competitive benchmark for globally diversified, multi‑asset‑class port...

Book Bits: 13 June 2026

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By purchasing books through this site, you provide support for The Capital Spectator’s free content... “Scarcity,” in an economic sense, means that a resource satisfies a human want, but there is not enough of it to satisfy all of those potential wants... In his new book, “Incorruptible: Why Good Companies Go Bad and How Great Companies Stay Great,” the “Lean Startup” author redefin...

Building Supercharger: How Rocket Close optimized title operations with agentic AI

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Supercharger is an agentic AI solution designed to reduce friction in the lending and homebuying process and optimize title operations workflows... Solution overview The Supercharger solution is powered by Strands Agents, an open source agent harness SDK by AWS for building agents using the Anthropic Claude Large Language Model (LLM) through Amazon Bedrock, giving it the flexibility to choose d...