Codetown ::: a software developer's community
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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Microsoft Research’s AI Frontiers Lab has announced the release of AutoGen version 0.4, an open-source framework designed to build advanced AI agent systems. This latest version as stated marks the complete redesign of the AutoGen library, focusing on enhancing code quality, robustness, usability, and the scalability of agent workflows.
By Almir VukAgoda recently detailed how they integrated their macOS infrastructure with Kubernetes. This was accomplished by developing the macOS Virtualization Kubelet (macOS-vz-Kubelet), a tool designed to manage macOS workloads within a Kubernetes environment.
By Aditya KulkarniAna Petkovska discusses creating platform teams, establishing the team API, engagement of early adopters, easing adoption and providing a high quality product.
By Ana PetkovskaDeepSeek open-sourced DeepSeek-V3, a Mixture-of-Experts (MoE) LLM containing 671B parameters. It was pre-trained on 14.8T tokens using 2.788M GPU hours and outperforms other open-source models on a range of LLM benchmarks, including MMLU, MMLU-Pro, and GPQA.
By Anthony AlfordLLM accuracy is a challenging topic to address and is much more multi-dimensional than a simple accuracy score. Denys Linkov introduces a framework for creating micro metrics to evaluate LLM systems, focusing on goal-aligned metrics that improve performance and reliability. By adopting an iterative "crawl, walk, run" methodology, teams can incrementally develop observability.
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