⚙️ MLOps - antidmg · Scour

Dockerizing ML Models: A Data Engineer’s Guide to Model Serving 🤖LLMs

medium.com

·4d

MLOps in 2026: What Is It and Why Should You Care? 📐System Design

flexiana.com·15h

The case for Model-as-a-Service over self-managed inference 🤖LLMs

news.ycombinator.com·2d·Hacker News

How I Built a Fine-Tuned Medical AI App and Deployed It End-to-End on AWS 🛠️AI Dev Tools

medium.com·3h

Why Most ML Models Die After the Notebook (And How to Fix It) 🤖LLMs

photokheecher.medium.com·11h

Benchmarking LLM Tool-Use in the Wild 🤖LLMs

arxiv.org·1d·Hacker News

Model Packaging Tools Every MLOps Engineer Should Know 🛠️AI Dev Tools

freecodecamp.org·3d

Mastering MLflow with Stochastic Gradient Descent: A Complete Guide to Diabetes Regression 🤖LLMs

pub.towardsai.net·23h

Own your AI. Optimized down to the kernel 🛠️AI Dev Tools

runinfra.ai·2d·Hacker News

Benchmarking LLMs with Marimo Pair 🤖LLMs

ericmjl.github.io·6h·Hacker News

Nvidia can't have every data center workload 🏗️Infrastructure

runtime.news·4h

RAG vs Fine-Tuning: What I Learned Building a Real AI Product 🛠️AI Dev Tools

medium.com

·2d

I Built a Production MLOps Platform from Scratch : Kubeflow, Kafka, Terraform, and Live on GCP 📐System Design

medium.com·6d

Meta’s Muse Spark: a smaller, faster AI model for broad app deployment 🛠️AI Dev Tools

infoworld.com·12h

Deep Dive into Google Cloud Pub/Sub Single Message Transforms and AI Inference 📐System Design

medium.com·1d

milanm/AutoGrad-Engine: A complete GPT language model (training and inference) in ~600 lines of pure C#, zero dependencies 🤖LLMs

github.com·13h·Hacker News

Show HN: Pre-training, fine-tuning, and evals platform 🛠️AI Dev Tools

oumi.ai·6d·Hacker News

EU's Exposed AI Infrastructure 🏗️Infrastructure

insecurestack.substack.com·1d·Substack

I run 3 experiments to test whether AI can learn and become "world class" at something 🛠️AI Dev Tools

webdevluis.com·12h·r/PromptEngineering, r/SideProject

The next stages of AI conformance in the cloud-native, open-source world 📐System Design

thenewstack.io·11h

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