AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
OpenThrottle is an open-source, AI-backed toolkit for planning and shipping software — plans, tasks, agentic workflows, and semantic search, right in your IDE.
Developer toolsTypeScript · ShellGitHub @OpenThrottleOnlineOwner unconfirmed
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AI-native platform for planning and shipping software: plans and tasks in Postgres, served to any coding agent over MCP, with agentic execution and a developer dashboard.
Taken from the repository README
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OpenThrottle is an open-core, AI-native platform for planning and shipping software. At its core is a Postgres-backed knowledge base of plans and tasks with semantic search, exposed to your editor and agents over MCP, plus agentic execution (Ralph) and a developer dashboard that shows what's in progress and what shipped. The repo is an Nx + pnpm monorepo with TypeScript throughout.
You can run this setup script ANYTIME you need to reset your environment or resolve setup-related issues. See the Troubleshooting section below for common scenarios where running the setup script can help.Read the full README ↗OpenThrottle is an open-core, AI-native platform for planning and shipping software. At its core is a Postgres-backed knowledge base of plans and tasks with semantic search, exposed to your editor and agents over MCP, plus agentic execution (Ralph) and a developer dashboard that shows what's in progress and what shipped. The repo is an Nx + pnpm monorepo with TypeScript throughout.
Setup is simple and scripted:
nvm use # or install the correct NodeJS version (see .nvmrc for the version to use)
./scripts/setup.sh
Then setup the MCP servers globally:
pnpm run setup:mcp-instructions
[!Tip]
You can run this setup script
ANYTIMEyou need to reset your environment or resolve setup-related issues. See the Troubleshooting section below for common scenarios where running the setup script can help.
OpenThrottle is a AI Harness built in a NX monorepo using NodeJS, TypeScript, PostgreSQL, Redis, NestJS, BullMQ, React Router and much more. The local stack (full walkthrough: local-quickstart.md)
pnpm run start
pnpm run stop
├── .env.default # Default environment variables (in VC)
├── .agents
├── applications # NodeJS client and server applications
├── databases # Postgres schema, migrations, and local DB scripts
├── docs # Markdown documentation (see docs/)
├── infra # Infrastructure as code (e.g. GCP, Terraform)
├── packages # Shared packages that can also be published
├── scripts # Scripts to make life easier (Bash + TypeScript)
├── services # Shared or standalone services
├── skills # Custom agent skills (Ralph, code review, generators, …)
└── tools # Nx plugins, templates, workflows (see tools/)
OpenThrottle is open core and built in the open. The table below sets expectations before you dive into any one app — everything here is Apache-2.0, but not everything is finished.
| Application | Status | What it is |
|---|---|---|
openthrottle | ✅ Stable | Quick-start / product landing (the docker compose up entrypoint). |
openthrottle-server | ✅ Stable | NestJS code-first GraphQL API — the backbone of the platform. |
openthrottle-developer | ✅ Stable | The flagship developer portal: plans, projects, notes, generators. |
openthrottle-website | ✅ Stable | Marketing site. |
openthrottle-admin | 🧭 Planned | Corporate management layer. On the roadmap; not production-ready. |
openthrottle-workbench | 🛠️ Internal | Storybook host for the shadcn component library. A dev tool, not a deployed app. |
[!NOTE] 🧭 Planned and 🚧 Experimental apps ship as previews so you can see where OpenThrottle is headed. They build and pass CI, but aren't feature-complete — don't depend on them yet.
When issues arise, our goal is to provide straightforward solutions that allow you to quickly reset and restore your development environment to a working state.
1. Build Issues?
Sometimes you just want to start fresh, to do that:
# Stop anything that's running
pnpm run stop
# Nuke all the artifacts and node modules
pnpm run clean
# Re-install and build things
./scripts/setup.sh
2. Database Issues?
Try stopping and starting Postgres + Redis with the root pnpm scripts:
pnpm run database:stop
pnpm run database:start
See databases/README.md and local-quickstart.md.
3. Version mismatches?
To see what versions of a package are installed we can use pnpm list. From there we typically need to set a specific resolution in our package.json. e.g. pnpm list react
4. Other issues?
Open a GitHub issue with what you tried and the error output, and we'll help you get unstuck.
OpenThrottle is open core: the core is licensed under the Apache License, Version 2.0 (see LICENSE.md), with commercial/enterprise modules reserved under a separate EULA. All current first-party code is Apache-2.0.
See LICENSING.md for the open-core boundary — which directories are Apache-2.0 vs EULA, and how to tell.
The code is open source, but the OpenThrottle name and logo are trademarks — Apache-2.0 §6 grants no trademark rights. See TRADEMARK.md for what you may and may not do with the marks.