Popular GitHub Repositories for Experiment Infrastructure

CLI platform to experiment with codegen. Precursor to: https://lovable.dev

React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile ?

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Trigger.dev – open source background jobs and AI infrastructure

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Build, Manage and Deploy AI/ML Systems

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 15+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.

? Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser instance that lets you automate the web without worrying about infrastructure.

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

? Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 ?

Artificial Intelligence Infrastructure-as-Code Generator.

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

A portable accelerated data query and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.

All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API

? Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA/BeyondCorp architecture, API/AI gateway, a PaaS, an infrastructure for MCP & A2A architectures or even as an ngrok-alternative and a homelab infrastructure.