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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
LinkedIn Re-Architects Edge-Building System to Support Diverse Inference Workflows
LinkedIn has detailed its re-architected edge-building system, an evolution designed to support diverse inference workflows for delivering fresher and more personalized recommendations to members worldwide. The new architecture addresses growing demands for real-time scalability, cost efficiency, and flexibility across its global platform.
By Leela KumiliDeepSeek Releases v3.1 Model with Hybrid Reasoning Architecture
DeepSeek has released version V3.1 of its large language model, introducing a hybrid architecture that combines thinking and non-thinking modes in a single system.
By Daniel DominguezPresentation: Platform Engineering Patterns for Scalable Software Delivery
Building a successful Internal Developer Platform (IDP) requires balancing standardization with developer autonomy. The panelists discuss the core components of modern platforms, the role of platform teams, and strategies for driving adoption across diverse teams. They also share key patterns, anti-patterns, and lessons learned.
By Cat Morris, Martin Reynolds, Mike Fielder, Boyan Dimitrov, Renato LosioArticle: How Causal Reasoning Addresses the Limitations of LLMs in Observability
Large language models excel at converting observability telemetry into clear summaries but struggle with accurate root cause analysis in distributed systems. LLMs often hallucinate explanations and confuse symptoms with causes. This article suggests how causal reasoning models with Bayesian inference offer more reliable incident diagnosis.
By Dhairya DalalHugging Face Releases Trackio, a Lightweight Open-Source Experiment Tracking Library
Hugging Face has introduced Trackio, a new open-source Python library for experiment tracking designed to be lightweight, transparent, and easy to integrate. Built as a drop-in replacement for Weights & Biases (wandb), Trackio offers local dashboards by default and seamless syncing with Hugging Face Spaces for sharing and collaboration.
By Robert Krzaczyński
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