Releases·Tool Release
I built an open-source CLI because setting up GenAI projects still feels way harder than it should.
A developer released Metis, an open-source CLI that scaffolds AI development environments from a recipe such as `metis init rag`. It automates Docker setup, vector database configuration, embeddings, and starter APIs for RAG projects. The goal is spec/recipe-driven AI project setup so developers spend less time wiring infrastructure.
13 engagement1 sourceSat, Sep 12, 2026, 11:17 PM
AI Overview
- Metis (github.com/rajeshsgr/metis) scaffolds RAG projects via `metis init rag`: Docker Compose, Qdrant/Chroma, embeddings, FastAPI starter code.
- Developer Rajesh Sgr aims for spec/recipe-driven AI project setup and seeks feedback from RAG and agentic app builders.
Related
Products·launched
ainit: CLI to scaffold production-ready AI agent projects
ainit is an open-source CLI tool that automates the setup of production-ready AI agent projects in Python. It helps developers avoid manual configuration by generating a project scaffold with a single command, integrating LLM usage patterns. It solves the problem of time-consuming initial setup for greenfield POC projects.
ainit is an open-source CLI tool that automates the setup of production-ready AI agent projects in Python. It helps developers avoid manual configuration by generating a project scaffold with a single command, integrating LLM usage patterns. It solves the problem of time-consuming initial setup for greenfield POC projects.
5 engagement1 sourceredditSat, Aug 8, 2026, 11:14 PM
Products·building
InitProjectBuilder - generates a starter repo from an app idea so you can build it yourself
InitProjectBuilder turns a short app idea into a clean initial repository that the user downloads and continues developing manually. It uses LLMs to scaffold the project rather than building the whole app like Replit or Emergent. It targets developers who want a starting point from AI tools without giving up control of the build.
InitProjectBuilder turns a short app idea into a clean initial repository that the user downloads and continues developing manually. It uses LLMs to scaffold the project rather than building the whole app like Replit or Emergent. It targets developers who want a starting point from AI tools without giving up control of the build.
5 engagement1 sourceredditTue, Sep 8, 2026, 10:54 AM
Products·launched
RegX - open-source modular RAG boilerplate with FastAPI, Weaviate, Celery, and chat widget
RegX is an open-source, production-ready boilerplate for building Retrieval-Augmented Generation pipelines. It handles document ingestion, async background processing, and chat interfaces so developers can plug in data and start testing without setup work. LLM providers (OpenAI, Gemini, Anthropic) are swappable via a Factory Pattern and .env configuration.
RegX is an open-source, production-ready boilerplate for building Retrieval-Augmented Generation pipelines. It handles document ingestion, async background processing, and chat interfaces so developers can plug in data and start testing without setup work. LLM providers (OpenAI, Gemini, Anthropic) are swappable via a Factory Pattern and .env configuration.
2 engagement1 sourceredditSun, Aug 30, 2026, 03:18 PM
Releases·Tool Release
Developer launches Kodiak, an open-source AI software engineering system with multi-step workflow
A developer announced Kodiak, an open-source AI system designed to automate the full software engineering workflow—planning, researching, coding, testing, and reviewing—rather than just generating code. The project aims to replace single-LLM-call chatbots with a multi-component pipeline. The developer is seeking community feedback and contributions.
A developer announced Kodiak, an open-source AI system designed to automate the full software engineering workflow—planning, researching, coding, testing, and reviewing—rather than just generating code. The project aims to replace single-LLM-call chatbots with a multi-component pipeline. The developer is seeking community feedback and contributions.
7 engagement1 sourceredditSat, Jul 25, 2026, 08:20 PM
Products·building
Kodiak: open-source AI software engineering system that plans, researches, codes, tests, and reviews
Kodiak is an open-source AI system that automates software engineering tasks through a multi-step workflow: plan, research, retrieve context, code, test, review, and iterate. It uses multiple LLM-powered components (planner, researcher, coder, tester, reviewer) instead of a single large call, aiming to behave like an AI software engineering workflow rather than a chatbot. It targets developers who want to automate complex coding tasks.
Kodiak is an open-source AI system that automates software engineering tasks through a multi-step workflow: plan, research, retrieve context, code, test, review, and iterate. It uses multiple LLM-powered components (planner, researcher, coder, tester, reviewer) instead of a single large call, aiming to behave like an AI software engineering workflow rather than a chatbot. It targets developers who want to automate complex coding tasks.
10 engagement1 sourceredditSat, Jul 25, 2026, 08:22 PM