MLOps / LLMOps

The latest mlops / llmops stories, curated continuously from hundreds of sources.

Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train

MLOps / LLMOpsGoogle Research5h

A Practical LLM Pretraining Pipeline with LanceDB

MLOps / LLMOpsLanceDB Blog6h

Suggestions from all of you guys is needed, please respond this text [D]

MLOps / LLMOpsReddit r/MLOps/u/Initial-Street63886h

How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin

MLOps / LLMOpsNVIDIA Technical Blog - AITanya Lenz8h

How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories

MLOps / LLMOpsNVIDIA Technical Blog - AIElizabeth Goodman8h

Optimizing cost and latency with Amazon Bedrock prompt caching

MLOps / LLMOpsAWS Machine Learning BlogDaniel Abib9h

Announcing instance preference lists for Amazon SageMaker AI training jobs

MLOps / LLMOpsAWS Machine Learning BlogKanwaljit Khurmi9h

How do you evaluate a FinOps tool when most of the spend is AI?

MLOps / LLMOpsReddit r/MLOps/u/KetteringChrismon-559h

We rebuilt our Snowflake observability assistant on Claude with 50+ MCP skills- it now explains and deploys automations

MLOps / LLMOpsReddit r/snowflake/u/Spiritual-Kitchen-7910h

Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE

MLOps / LLMOpsNVIDIA Technical Blog - AIElizabeth Goodman10h

Scaling Agents in Healthcare & Life Sciences: Lessons from Madrigal Pharmaceuticals, Abridge, and Vizient

MLOps / LLMOpsLangChain Blog11h

How do you validate an evaluation dataset for classifier training?

MLOps / LLMOpsReddit r/MLOps/u/ninanixes15h

I spent $50 testing LLM serving settings 23% more throughput on the same GPU

MLOps / LLMOpsReddit r/MLOps/u/AffectionateSir834118h

Where should train-only preprocessing state live in an MLOps stack?

MLOps / LLMOpsReddit r/MLOps/u/definetlynothing20h

How Delphi ships 100 times a day with its Python backend on Vercel

MLOps / LLMOpsVercel Blog - AIKevin Sundstrom21h

IBBench-Light: A Paired Evaluation of Task-Conditioned Responses to External Directives

MLOps / LLMOpsarXiv cs.AIKainan Zhou, Gangzhen Qia…21h

Evaluation of optimisation and Bayesian inference methods for reaction rates in atmospheric chemical mechanisms

MLOps / LLMOpsarXiv stat.MLValery Ashu, Wenqing Peng…21h

Introducing confident-trace: OTel Native Production Monitoring for AI Agents

MLOps / LLMOpsConfident AI BlogJeffrey IpSep 15

How we trained the fastest DSpark for Kimi-K3 using GB300 NVL72

MLOps / LLMOpsvLLM BlogHelen Zhao, Fynn Schmitt-…Sep 15

VQ-bench: A Composable Vector Quantization Framework

MLOps / LLMOpsPinecone BlogSep 15

Choosing a sandbox runtime for long-lived coding agents

MLOps / LLMOpsZenML BlogSep 15

Gemini 3.8 Live models now available on AI Gateway

MLOps / LLMOpsVercel Blog - AIJerilyn ZhengSep 15

Elastic Stack 9.4.7 released

MLOps / LLMOpsElastic Search Labsadrian brownSep 15

Elastic Stack 9.5.4 released

MLOps / LLMOpsElastic Search Labsadrian brownSep 15

The only perfect Endpoint Prevention and Response (EPR) score in 2026 belongs to Elastic

MLOps / LLMOpsElastic Search LabsMia LaVadaSep 15

Pretraining nanoGPT with LanceDB

MLOps / LLMOpsLanceDB Blog1d

How do you roll back a voice AI agent?

MLOps / LLMOpsReddit r/MLOps/u/ParticularPlay93721d

AI SDK harness layer now supports native subscription authentication

MLOps / LLMOpsVercel Blog - AIFelix Arntz1d

Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale

MLOps / LLMOpsAWS Machine Learning BlogAswin Vasudevan1d

Manage end-user OAuth consent for AI agents with Amazon Bedrock AgentCore

MLOps / LLMOpsAWS Machine Learning BlogSwara Gandhi1d

Sept 24 - AI, ML, and Computer Vision Meetup

MLOps / LLMOpsReddit r/computervision/u/chatminuet1d

Accelerating Dropless MoE Training in JAX with NVIDIA Transformer Engine

MLOps / LLMOpsNVIDIA Technical Blog - AITanya Lenz1d

AI agent regression testing with Agent Experiments in Arize AX

MLOps / LLMOpsArize AI BlogNancy Chauhan1d

How Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock

MLOps / LLMOpsAWS Machine Learning BlogShawn Kelly1d

The generative AI customization spectrum: From prompt engineering to custom models on AWS

MLOps / LLMOpsAWS Machine Learning BlogBhavya Sruthi Sode1d

Automate replenishment with MMF, Databricks Genie, and Amazon Quick

MLOps / LLMOpsAWS Machine Learning BlogVenkatavaradhan Viswanath…1d

How We Built LangChain’s Paid Media Agent

MLOps / LLMOpsLangChain Blog1d

Best Knowledge Engine Platforms in 2026

MLOps / LLMOpsPinecone Blog1d

Schema Compare in VS Code: Simplifying Fabric Warehouse Deployments

MLOps / LLMOpsFabric Community Blogstechies1d

Best practices for model promotion

MLOps / LLMOpsReddit r/MLOps/u/flyingPizza4561d