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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
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Today
+1 stars today
This week
+3 stars this week
This month
+30 stars this month
Momentum
32.0
growth rate 0.09%/day
<!-- 2026-01-28 --> # Ralph Orchestrator [](LICENSE) [](https://www.rust-lang.org/) [](https://github.com/mikeyobrien/ralph-orchestrator/actions) [](CONTRIBUTING.md#coverage) [](https://github.com/hesreallyhim/awesome-claude-code) [](https://github.com/varun1505/awesome-software-factories) [](https://mikeyobrien.github.io/ralph-orchestrator/) [](https://discord.gg/XWUyeUNffh) A hat-based orchestration framework that keeps AI agents in a loop until the task is done. > "Me fail English? That's unpossible!" - Ralph Wiggum **[Documentation](https://mikeyobrien.github.io/ralph-orchestrator/)** | **[Getting Started](https://mikeyobrien.github.io/ralph-orchestrator/getting-started/quick-start/)** | **[Presets](https://mikeyobrien.github.io/ralph-orchestrator/guide/presets/)** ## Installation ### Via npm (Recommended) ```bash npm install -g @ralph-orchestrator/ralph-cli ``` ### Via GitHub Releases installer ```bash curl --proto '=https' --tlsv1.2 -LsSf \ https://github.com/mikeyobrien/ralph-orchestrator/releases/latest/download/ralph-cli-installer.sh | sh ``` ### Via Cargo ```bash cargo install ralph-cli ``` > Homebrew is not currently published from this repository's automated release flow. Prefer npm, Cargo, or the GitHub Releases installer. ## Quick Start ```bash # 1. Initialize Ralph with your preferred backend ralph init --backend claude # 2. Plan your feature (interactive PDD session) ralph plan "Add user authentication with JWT" # Creates: .ralph/specs/user-authentication/requirements.md, design.md, implementation-plan.md # 3. Implement the feature ralph run -p "Implement the feature in .ralph/specs/user-authentication/" ``` Ralph iterates until it outputs `LOOP_COMPLETE` or hits the iteration limit. For simpler tasks, skip planning and run directly: ```bash ralph run -p "Add input validation to the /users endpoint" ``` ## Web Dashboard (Alpha) > **Alpha:** The web dashboard is under active development. Expect rough edges and breaking changes. <img width="1513" height="1128" alt="image" src="https://github.com/user-attachments/assets/ce5f072f-3d81-44d8-8f2f-88b42b33a3be" /> Ralph includes a web dashboard for monitoring and managing orchestration loops. ```bash ralph web # starts Rust RPC API + frontend + opens browser ralph web --no-open # skip browser auto-open ralph web --backend-port 4000 # custom RPC API port ralph web --frontend-port 8080 # custom frontend port ralph web --legacy-node-api # opt into deprecated Node tRPC backend ``` ### MCP Server Workspace Scope `ralph mcp serve` is scoped to a single workspace root per server instance. ```bash ralph mcp serve --workspace-root /path/to/repo ``` Precedence is: 1. `--workspace-root` 2. `RALPH_API_WORKSPACE_ROOT` 3. current working directory For multi-repo use, run one MCP server instance per repo/workspace. Ralph's current control-plane APIs persist config, tasks, loops, planning sessions, and collections under a single workspace root, so server-per-workspace is the deterministic model. **Requirements:** - Rust toolchain (for `ralph-api`) - Node.js >= 18 + npm (for the frontend) On first run, `ralph web` auto-detects missing `node_modules` and runs `npm install`. To set up Node.js: ```bash # Option 1: nvm (rec
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:51c2b4aab7936b79, topic:ai-agents, desc:ai agent, desc:agent orchestration