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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

MIT's Recursive Language Models Improve Performance on Long-Context Tasks

Researchers at MIT's CSAIL published a design for Recursive Language Models (RLM), a technique for improving LLM performance on long-context tasks. RLMs use a programming environment to recursively decompose and process inputs, and can handle prompts up to 100x longer than base LLMs.

By Anthony Alford

Salesforce Migrates 1,000+ EKS Clusters to Karpenter to Improve Scaling Speed and Efficiency

Salesforce has completed a phased migration of more than 1,000 Amazon Elastic Kubernetes Service (EKS) clusters from the Kubernetes Cluster Autoscaler to Karpenter, AWS’s open-source node-provisioning and autoscaling solution.

By Craig Risi

Prisma 7: Rust-Free Architecture and Performance Gains

Prisma ORM 7.0 has revolutionized the TypeScript-first ORM landscape with a Rust-free architecture, delivering 3x faster queries, 90% smaller bundles, and improved developer experience. With dynamic configurations and streamlined artifact management, Prisma enhances productivity while supporting major databases. Elevate your Node.js projects with cutting-edge performance and type safety.

By Daniel Curtis

Google and Retail Leaders Launch Universal Commerce Protocol to Power Next‑Generation AI Shopping

Google launched the Universal Commerce Protocol (UCP), an open standard enabling AI-driven shopping agents to complete tasks end-to-end from product discovery to checkout and post-purchase management. Co-developed with Shopify, Target, and others. UCP aims to standardize commerce capabilities, support multiple payment providers, and expand globally. Shaping the next generation of agentic commerce.

By Leela Kumili

Presentation: No QA Environment? No Problem: How Classpass Enables Testing on a Single Environment in ECS

Po Linn Chia shares the sociotechnical journey of ClassPass, moving from a flaky, homegrown testing framework to a dynamic routing architecture on ECS. She discusses leveraging Traefik and OpenTelemetry baggage to enable "shadow mains" and ephemeral feature testing. This talk provides a pragmatic blueprint for engineering leaders to increase developer velocity with a lean platform team.

By Po Linn Chia

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