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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.
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
Tracking and Controlling Data Flows at Scale in GenAI: Meta’s Privacy-Aware Infrastructure
Meta has revealed how it scales its Privacy-Aware Infrastructure (PAI) to support generative AI development while enforcing privacy across complex data flows. Using large-scale lineage tracking, PrivacyLib instrumentation, and runtime policy controls, the system enables consistent privacy enforcement for AI workloads like Meta AI glasses without introducing manual bottlenecks.
By Leela KumiliMIT'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 AlfordSalesforce 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 RisiPrisma 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 CurtisGoogle 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
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