DevOps · Full Stack· 2025 · Creator
Launchpad — Self-Hosted Deploy Platform
Self-hosted deployment platform: connect a GitHub repo, push code, and get a live preview URL with real-time build logs, AI-powered failure analysis, and a polished dashboard.
- One-click deploys via GitHub webhooks
- Real-time build-log streaming over WebSockets
- AI-powered build-failure analysis
Next.jsTypeScriptNode.jsPrismaBullMQSocket.ioDockerPostgreSQLRedis
Context & Goals
Launchpad is a self-hosted alternative to managed deploy platforms. Connect a GitHub repository, push code, and Launchpad builds it, streams logs live, and hands back a preview URL — with AI help when a build breaks.
Architecture
- Monorepo: Turborepo + pnpm workspaces spanning the web app, API, and shared packages.
- Build engine: Docker-based builds orchestrated through a BullMQ queue so jobs are durable and horizontally scalable.
- Real-time logs: build output streams to the browser over Socket.io for live feedback.
- Data: Prisma over PostgreSQL for app state, MongoDB for documents, and Redis for queues and caching.
Highlights
- GitHub webhook integration triggers deployments automatically on push.
- AI failure analysis parses failed build logs and suggests likely causes and fixes.
- Deployment analytics with charts (Recharts) and a polished TanStack Query–powered dashboard.
What I'd do next
- Add rollback-to-previous-deploy and environment promotion.
- Support custom domains with automatic TLS.
Up next
Neurosymbolic Transformers (Neural CEGIS)
Training framework that pairs neural networks with symbolic verification — a verifier finds constraint violations and feeds them back as targeted training data until violations reach zero.