Codetown ::: a software developer's community
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 Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
 Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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AI is no longer a research experiment or a novelty: it is part of the software delivery pipeline. Teams are learning that integrating AI into production is less about model performance and more about architecture, process, and accountability. In this issue on AI Assisted Development, we examine what happens after the proof of concept and how AI changes the way we build, and operate systems.
By InfoQ
AWS has launched M8a instances, powered by 5th Gen AMD EPYC processors, delivering 30% higher performance than M7a. With enhanced I/O capabilities and up to 75 Gbps networking, they cater to high-performance applications like gaming and ML. M8a instances offer diverse deployment options, reinforcing AWS's commitment to cutting-edge cloud solutions.
By Steef-Jan Wiggers
AWS has launched compute-optimized C8i and C8i-flex instances featuring custom Intel Xeon 6 processors. Designed for compute-intensive tasks, these instances offer up to 384 vCPUs and 768 GiB memory, delivering up to 60% faster performance. The C8i-flex variant boosts cost efficiency, enhancing resource management for dynamic workloads.
By Steef-Jan Wiggers
Generative testing uncovers hidden software bugs by exploring the input space and verifying system invariants. This surpasses example-based tests that rely on known scenarios and can miss edge cases.
By Mourjo Sen
Meta has developed an AI-based approach to improve the quality of Scope 3 emissions estimates across its IT hardware supply chain. The method combines machine learning and generative models to classify hardware components and infer missing product carbon footprint (PCF) data.
By Matt Foster
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