Applied AI
MLOps & LLMOps
Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines
Skills in this topic
5 skills — Sign in to track your progress
Experiment Tracking
beginner
Log experiments with MLflow or Weights & Biases
Model Deployment
intermediate
Wrap a model in a FastAPI endpoint
Model Monitoring
intermediate
Set up drift detection with Evidently AI
Feature Stores
advanced
Define feature views in Feast
LLMOps
advanced
Set up LangSmith or Langfuse for LLM tracing

Dev.to · Harish Kotra (he/him)
🏭 MLOps & LLMOps
5mo ago
Building Ollama Chess Arena: Pitting Local LLMs Against Each Other ♟️
Day 15 of 2026 Building Have you ever wondered if an 8-billion parameter model plays better chess...

Dev.to · Koteswararao J
🏭 MLOps & LLMOps
5mo ago
End-to-End MLOps Project: Customer Churn Prediction
End-to-End MLOps Project: Customer Churn Prediction Project Overview Build a...

GitHub Engineering
🏭 MLOps & LLMOps
⚡ AI Lesson
5mo ago
When protections outlive their purpose: A lesson on managing defense systems at scale
User feedback led us to clean up outdated mitigations. See why observability and lifecycle management are critical for defense systems. The post When protection

Dev.to · Abdessamad Ammi
🏭 MLOps & LLMOps
5mo ago
Por Qué el 87% de Sistemas MLOps Fallan el Checklist de Seguridad 2025
Publicado originalmente en bcloud.consulting TL;DR • 87% de pipelines MLOps tienen...

Dev.to · Aviral Srivastava
🏭 MLOps & LLMOps
5mo ago
Unsafe Rust: When and Why
Unsafe Rust: When the Guardrails Come Off (and Why You Might Actually Want Them To) Rust....

Dev.to · Hemanath Kumar J
🏭 MLOps & LLMOps
6mo ago
MLOps - Continuous Model Monitoring - Complete Tutorial
MLOps - Continuous Model Monitoring - Complete Tutorial Introduction In the...
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
6mo ago
Datadog uses Codex for system-level code review
OpenAI and Datadog brand graphic with the OpenAI wordmark on the left, the Datadog logo on the right, and a central abstract brown fur-like texture panel on a w

Dev.to · Seaflux Technologies
🏭 MLOps & LLMOps
6mo ago
Why MLOps Needs Blockchain for True Data Integrity
The Production Nightmare Picture this: It’s 3 AM. Your production model, the one that was...

Dev.to · Marco Gonzalez
🏭 MLOps & LLMOps
6mo ago
Hybrid MLOps Pipeline: Implementation Guide
Bursting to SageMaker Training from OpenShift Pipelines Table of...

Dev.to · galp76
🏭 MLOps & LLMOps
6mo ago
Intentando implementar guardrails en mi red neuronal: enseñando a Prize a no dar consejos médicos
Nota: Este es el 4to post de la serie "Entrenando mi red neuronal sin frameworks". Si te perdiste el...

Dev.to · Debby McKinney
🏭 MLOps & LLMOps
6mo ago
TrueFoundry vs Bifrost: Why We Chose Specialization Over an All-in-One MLOps Platform
The Platform Tax You've seen this pattern before: You need: A reliable way to route...

Dev.to · Giri Dharan
🏭 MLOps & LLMOps
6mo ago
MLOps : Feature Engineering Technique and Process, Where most of the time have been spent for extracting solutions.
Feature engineering is the process of transforming raw data into meaningful input features that help...

Dev.to · Fabricio Quagliariello
🏭 MLOps & LLMOps
6mo ago
The OptiPFair Series #1: Forging the Future with Small Models — An Architectural Analysis with Pere Martra
An in-depth architectural analysis of OptiPFair, the open-source model optimization library by Pere Martra. This article explores structured pruning techniques
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
6mo ago
How We Used Codex to Ship Sora for Android in 28 Days
OpenAI shipped Sora for Android in 28 days using Codex. AI-assisted planning, translation, and parallel coding workflows helped a nimble team deliver rapid, rel

Dev.to · Vignesh Durai
🏭 MLOps & LLMOps
7mo ago
Why Leaders Are Looking Beyond MLOps Toward Intelligence-Driven Operations
Across many technical leadership conversations, there’s a sense that MLOps alone no longer captures...
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
7mo ago
Announcing the new Weaviate Java Client v6
The Weaviate Java client v6 is now generally available! This release brings a completely redesigned API that embraces modern Java patterns, simplifies common op
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
7mo ago
Inside JetBrains—the company reshaping how the world writes code
JetBrains is integrating GPT-5 across its coding tools, helping millions of developers design, reason, and build software faster.

Dev.to · baboon
🏭 MLOps & LLMOps
7mo ago
OllaMan: A friendlier ollama model management interface
OllaMan is a visual management interface for Ollama, with the following main features: Manage...

Dev.to · Richa
🏭 MLOps & LLMOps
7mo ago
When a “Small” AI Model Pushes Your Hardware to Its Limits
While building my ConversaAI web app, I started experimenting with a local AI model using Ollama,...

Dev.to · Matěj Štágl
🏭 MLOps & LLMOps
8mo ago
MLOps Best Practices: Streamlining AI Deployments in C# for 2025
A practical guide to MLOps practices for C# developers, exploring how to streamline AI model deployments from development to production in 2025.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
8mo ago
Weaviate security release - Medium and High severity fixes for CVE-2025-67818 and CVE-2025-67819
Weaviate announces two CVEs that are fixed in updated versions of our product.

Dev.to · astronaut
🏭 MLOps & LLMOps
8mo ago
🧑🚀 Choosing the Right Engine to Launch Your LLM (LM Studio, Ollama, and vLLM)
A Practical Field Guide for Engineers: LM Studio, Ollama, and vLLM “When you’re building your first...

Dev.to · Arvind SundaraRajan
🏭 MLOps & LLMOps
8mo ago
AI Brain Freeze? Pruning the Path to Lightning-Fast Decisions by Arvind Sundararajan
AI Brain Freeze? Pruning the Path to Lightning-Fast Decisions Imagine your AI opponent,...

Dev.to · Reza Brianca
🏭 MLOps & LLMOps
8mo ago
Feature Stores: The Secret Sauce for Real-Time ML (and Sanity) in Production
Ever opened your ride-hailing app, seen a surge price, and wondered how they calculate that so fast?...

Dev.to · Nanaji G
🏭 MLOps & LLMOps
8mo ago
Running Ollama Locally for Enterprise PDF Classification from SharePoint
Running Ollama Locally for Enterprise PDF Classification from SharePoint ...

Dev.to · Dr. Carlos Ruiz Viquez
🏭 MLOps & LLMOps
9mo ago
**MLOps Spotlight: Unlocking Efficient Model Deployment with
MLOps Spotlight: Unlocking Efficient Model Deployment with Kubeflow Fairing In the realm of MLOps,...
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
9mo ago
Weaviate is now ISO 27001 compliant
Announcing Weaviate has achieved ISO 27001 compliance.

Dev.to · Giri Dharan
🏭 MLOps & LLMOps
⚡ AI Lesson
9mo ago
MLOps Lifecycle: Data to Deployment Process
The MLOps lifecycle is an end-to-end process that integrates machine learning workflows with DevOps...
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
9mo ago
Introducing upgrades to Codex
Codex just got faster, more reliable, and better at real-time collaboration and tackling tasks independently anywhere you develop—whether via the terminal, IDE,
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
10mo ago
Using Weaviate Cloud Queries in MacOS apps
A practical guide on using Weaviate Cloud Queries in MacOS apps.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
10mo ago
Torch compile caching for inference speed
Cache your compiled models for faster boot and inference times
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
10mo ago
Evals and Guardrails in Enterprise workflows (Part 1)
Evals and Guardrails in enterprise workflows part 1
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
11mo ago
Accelerate ND-Parallel: A guide to Efficient Multi-GPU Training
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
11mo ago
Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face

Dev.to · binyam
🏭 MLOps & LLMOps
⚡ AI Lesson
11mo ago
From DevOps to MLOps: A Practical Guide to Shifting Your Career
Making the jump from DevOps to MLOps? Leverage your existing skills in automation, CI/CD, and monitoring, but get ready to master new concepts like data version
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
12mo ago
Introducing the New Weaviate Confluent Apache Kafka® Connector: Real-Time Vector Data Pipelines Made Easy
Learn about the new certified Weaviate Confluent Apache Kafka Connector!
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
Three Mighty Alerts Supporting Hugging Face’s Production Infrastructure

Dev.to · Richa
🏭 MLOps & LLMOps
1y ago
Ollama: How to Easily Run LLMs Locally on Your Computer
I just found an interesting open-source tool called Ollama. It's a command-line application that lets...

GitHub Engineering
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
How GitHub engineers tackle platform problems
Our best practices for quickly identifying, resolving, and preventing issues at scale. The post How GitHub engineers tackle platform problems appeared first on

Dev.to · Mohsin Sheikhani
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
A Practical Guide to MLOps on AWS: Streaming Data Ingestion with Kinesis Firehose (Phase 01)
The Big Picture: Why This Project Matters In the age of AI-driven decisions, retail...
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
Shipping code faster with o3, o4-mini, and GPT-4.1
CodeRabbit uses OpenAI models to revolutionize code reviews—boosting accuracy, accelerating PR merges, and helping developers ship faster with fewer bugs and hi
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
Introducing Stargate UAE
We’re launching Stargate UAE – the first international deployment of Stargate, OpenAI’s AI infrastructure platform.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
NVIDIA H100 GPUs are here
NVIDIA H100 GPUs are here, with better performance and lower cost.
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
How to Build an MCP Server with Gradio
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
Building AI Search APIs with Hono.js
Master modern search capabilities by building a powerful API server with Hono.js. Learn how to implement vector, hybrid, and generative search while maintaining
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
Hardening your Weaviate OSS Installation
Moving your Weaviate OSS instance into production? Check out our handy guide to securing your Weaviate database in the cloud, including all the helpful modules
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
We introduce MLE-bench, a benchmark for measuring how well AI agents perform at machine learning engineering.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
FLUX is fast and it's open source
FLUX is now much faster on Replicate, and we’ve made our optimizations open-source so you can see exactly how they work and build upon them.
DeepCamp AI