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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. An interactive chat interface allows deeper exploration of both the original document and generated content.

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Technical Review: A Trusted Look Under the Hood

TechEmpower CTO

Many CEOs of software-enabled businesses call us with a similar concern: Are we getting the right results from our software team? We hear them explain that their current software development is expensive, deliveries are rarely on time, and random bugs appear. What does a business leader do in this situation?

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Book Review: A Philosophy of Software Design

Henrik Warne

I really liked A Philosophy of Software Design by John Ousterhout. The focus is on how to structure systems to make them easy to understand and work with. The author is a professor of Computer Science at Stanford, but he has also spent 14 years developing commercial software. What I Liked The Most.

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Security is dead: Long live risk management

CIO

Information risk management is no longer a checkpoint at the end of development but must be woven throughout the entire software delivery lifecycle. They demand a reimagining of how we integrate security and compliance into every stage of software delivery. 2025 Banking Regulatory Outlook, Deloitte The stakes are clear.

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The Real Reasons for Doing Test-Driven Development ??

Xebia

Why do people apply TDD? What Are the Real Reasons for Doing TDD? Test-Driven Development (TDD) is a controversial topic amongst developers. After many years of doing TDD daily, I think part of the reason is that some people do not fully grasp the reasons behind TDD. TDD and the Values of XP.

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Agentic AI design: An architectural case study

CIO

Agentic AI is the next leap forward beyond traditional AI to systems that are capable of handling complex, multi-step activities utilizing components called agents. He believes these agentic systems will make that possible, and he thinks 2025 will be the year that agentic systems finally hit the mainstream. They have no goal.

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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.