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Happy 10th year, JCertif!

Notes

Welcome to Codetown!

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.

When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

Microsoft Native 1-Bit LLM Could Bring Efficient genAI to Everyday CPUs

In a recent paper, Microsoft researchers described BitNet b1.58 2B4T, the first LLM to be natively trained using "1-bit" (technically, 1-trit) weights, rather than being quantized from a model trained with floating point weights. According to Microsoft, the model delivers performance comparable to full-precision LLMs of similar size at a fraction of the computation cost and hardware requirements.

By Sergio De Simone

Fast Eventual Consistency: Inside Corrosion, the Distributed System Powering Fly.io

Innovative cloud solutions expert Somtochi Onyekwere recently presented at QCon London 2025, unveiling Corrosion—Fly.io's advanced open-source distributed system. By leveraging CRDTs and Rust, Corrosion enhances scalability and data synchronization, addressing latency challenges and ensuring rapid, consistent application deployment across a global network of 40+ regions.

By Steef-Jan Wiggers

Article: Renovate to Innovate: Fundamentals of Transforming Legacy Architecture

Rashmi Venugopal explores the inevitability of legacy systems in successful companies and the importance of transforming legacy systems to accelerate innovation. Rashmi discusses various strategies to tackle such technical renovation initiatives, like evolutionary architecture, deprecation-driven development, and intentional organization design.

By Rashmi Venugopal

Amazon Q and Claude Code Let AI Control the Developer CLI

AWS recently announced an enhanced CLI (command-line interface) agent for Amazon Q Developer with advanced agentic capabilities. This upgrade allows developers to work with AI directly in their terminal. Meanwhile, Anthropic has launched Claude Code as a research preview. It is a terminal-based coding assistant that allows developers to work directly with Claude from the command line.

By Matt Saunders

.NET Aspire 9.2 Released with Expanded Deployment Options and Dashboard Improvements

The .NET team has released version 9.2 of .NET Aspire, introducing updates to the dashboard experience, new integration capabilities, and deployment improvements. As stated in the official announcement, this release furthers the platform’s goal of simplifying application development and cloud-native deployment workflows.

By Almir Vuk

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