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Vibe Coding, Vibe Checking, and Vibe Blogging

O'Reilly Media - Ideas

Some of you might have read my recent piece for O’Reilly Radar where I detailed my journey adding AI chat capabilities to Python Tutor , the free visualization tool that’s helped millions of programming students understand how code executes. Let me walk you through a recent example that perfectly illustrates this approach.

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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. This time efficiency translates to significant cost savings and optimized resource allocation in the review process.

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Agentic AI design: An architectural case study

CIO

You can use these agents through a process called chaining, where you break down complex tasks into manageable tasks that agents can perform as part of an automated workflow. It’s important to break it down this way so you can see beyond the hype and understand what is specifically being referred to. Do you see any issues?

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LLM benchmarking: How to find the right AI model

CIO

Factors such as precision, reliability, and the ability to perform convincingly in practice are taken into account. These are standardized tests that have been specifically developed to evaluate the performance of language models. They not only test whether a model works, but also how well it performs its tasks.

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Effective Software Testing – A Developer’s Guide

Henrik Warne

I recently finished Effective Software Testing – A Developer’s Guide by Maurício Aniche , and I really liked it. I have been coding for a long time and I think I have been writing pretty good tests for the features I have implemented. The book apparently grew out of lecture notes from a course on software testing.

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John Snow Labs Releases Generative AI Lab 7.0 to Help Domain Experts Evaluate and Improve LLM Applications and Conduct HCC Coding Reviews

John Snow Labs

New capabilities include no-code features to streamline the process of auditing and tuning AI models. Key features of the release include: Customizable project templates for LLM output evaluation with support for HTML content, including hyperlinks to references. Two modes are supported: individual and side-by-side response evaluation.

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Simple sabotage for software

Erik Bernhardsson

When possible, refer all matters to committees for “further study and consideration” Attempt to make committees as large as possible — never less than five. Refer back to matters decided upon at the last meeting and attempt to re-open the question of the advisability of that decision.