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Learn how to develop, deploy and iterate on production-grade ML applications.
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
🛡️ ⚛️ A simple, scalable, and powerful architecture for building production ready React applications.
- react
- react-applications
- react-best-practice
- react-typescript
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
- applied-machine-learning
- production
- applied-data-science
- machine-learning
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
- agentic-ai
- ai-agents
- ai-engineering
- ai-projects
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
- machine-learning
- mlops
- interpretability
- explainability
A curated list of Site Reliability and Production Engineering resources.
- site-reliability-engineering
- production
- availability
- monitoring
This guide details creating a secure Linux production system. OpenSCAP (C2S/CIS, STIG).
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
A well-structured production-ready frontend boilerplate with Typescript, React Testing Library, styled-component, React Query, .env, Axios, Bundle Analyzer, Prettier and 30+ plugins. superplate creates projects for React.js, Next.js, and refine. https://pankod.github.io/superplate/
A curated list of software, services, and resources to create and distribute music
A curated list of Site Reliability and Production Engineering Tools
- sre
- devops
- site-reliability-engineering
- production
Source-linked Claude 5.5 video workflows: Opus and Sonnet demos, separately labeled next-Fable testing reports, prompts, tools and production evidence.
- ai-video
- awesome
- awesome-list
- claude
Starter app for Flutter that includes many different production app features; some not typically included in demo apps.
- flutter
- flutter-examples
- auth0
- internationalization
🌲 A list of companies using Elm in production.
- elm
- elm-lang
- list
- production
A curated list of awesome resources, related to game production process: books, articles, tools, project management stuff etc.
- gamedev
- production
- project-management
- awesome
AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer
Build a simple turn-based game to learn how to write production code using Hexagonal Architecture. Onboarding reference for Haraj Solutions Team.
- reference-implementation
- hexagonal-architecture
- go
- golang-examples
This is a sample/boilerplate project that shows how to create a production-ready hyperapp application.
- hyperapp
- rollup
- rollup-example
- flyjs
Demo for a safe and effective custodial hot wallet architecture using features innovated by Substrate FRAME pallets and featured in production chains such as Polkadot and Kusama.