Popular GitHub Repositories for Declarative Config

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

Termix is a clientless web-based server management platform with SSH terminal, tunneling, and file editing capabilities.

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ???

Zero-Config Claude-Code Flow

Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.

Pixeltable — AI Data infrastructure providing a declarative, incremental approach for multimodal workloads.

The Declarative Data Generator

AIConfig is a config-based framework to build generative AI applications.

LeGO-LOAM, LIO-SAM, LVI-SAM, FAST-LIO2, Faster-LIO, VoxelMap, R3LIVE, Point-LIO, KISS-ICP, DLO, DLIO, Ada-LIO, PV-LIO, SLAMesh, ImMesh, FAST-LIO-MULTI, M-LOAM, LOCUS, SLICT, MA-LIO, CT-ICP, GenZ-ICP, iG-LIO, SR-LIO application and comparison on Gazebo and real-world datasets. Installation and config files are provided.

DockerComposeMaker (DCM) is a self-hostable website to help you pick and create a docker-compose.yml file for your home server. Discover new containers, discover and share a config in a couple of clicks!

Pipelex is an open-source dev tool based on a simple declarative language that lets you define replicable, structured, composable LLM pipelines.

? A powerful, type-safe sync engine for building real-time collaborative applications. Local-first, CRDT-based, with zero-config offline support.

Declarative UI toolkit for modern C++20

? Produce secure packages and containers with declarative configurations

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

?? RumbleDB 1.22.0 "Pyrenean oak" ? for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

A simple and declarative way to control LLMs

Enable Cursor AI to autonomously manage your Home Assistant - create automations, modify configs, and deploy systems through natural language.

My personal Claude Code and OpenAI Codex setup with battle-tested commands and MCP servers that I use daily.