🔄 MLOps - main.abhaysingh · Scour

MCAP: Deployment-Time Layer Profiling for Memory-Constrained LLM Inference ⚡Edge AI

Flow generation through natural language: An agentic modeling approach (11 minute read) 🧠AI in Manufacturing

shopify.engineering·1d

GoogleCloudPlatform/activation-model-scanner: Verify language model safety before deployment by analyzing activation patterns 👁️Computer Vision

github.com·23h·Hacker News

LLM Quantization 📈Process Optimization

huggingface.co·3h·Hacker News

Introducing DigitalOcean AI-Native Cloud for Production AI Workloads ⚡Edge AI

digitalocean.com·2d

How AI-Driven Kubernetes Optimization Reclaimed Millions from 47% Idle Capacity 🤖ROS

engineering.salesforce.com·7h

Build Strands Agents with SageMaker AI models and MLflow ⚡Edge AI

aws.amazon.com·3d

AI Infrastructure Architect · Builder · Author 🧠AI in Manufacturing

markferraz.com·8h·Hacker News

Agentic Data Engineering with Genie Code and Lakeflow 🔌OPC-UA

databricks.com·2d

The Inference Economy: Token Use ⚡Edge AI

frontierai.substack.com·9h·Substack

Three Cobblers, One Zhuge Liang: Making Cheaper Models Work Together 🧠AI in Manufacturing

markhuang.ai·1d·Hacker News

Monitoring LLM behavior: Drift, retries, and refusal patterns 👁️Computer Vision

venturebeat.com·5d·Hacker News

The Data Layer Tax for Robot Learning ⚡Edge AI

rerun.io·14h·Hacker News

Caltech’s PrismML shrinks AI models to fit your phone without losing their mind ⚡Edge AI

startupfortune.com·2d

Building Document Pipelines That Actually Scale 🐍Python Scripting

An Empirical Study of Methods for SFTing Opaque Reasoning Models 🤖ROS

lesswrong.com·6d

not much happened today ⚡Edge AI

news.smol.ai·2d

Vulnerablility monitoring for MSP 🔌OPC-UA

reddit.com·20h·r/msp

Load balancer for vLLM server instances? 🏭KUKA

docs.vllm.ai·2d·r/LocalLLaMA

Lessons from Building an OTel Normalizer for GenAI (Part 1) 🔌OPC-UA

groundcover.com·22h·Hacker News

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