# Moonshift - Harjot Singh Rana

Canonical URL: https://www.harjotrana.com/projects/Moonshift

> AI app builder that turns prompts into deployed full-stack applications. Multi-agent generation pipeline, SSE real-time observability, and production usage by 1,200+ users generating 800+ apps.

## Links

- Live: https://moonshift.io

## Case study

### Situation

Moonshift helps founders and developers turn a natural-language idea into a launched product on their own infrastructure. A successful run had to produce more than a demo: a real app, a GitHub repository, a Vercel deployment, and a launch kit.

### Constraint

Multiple agents and external side effects had to work together without hiding cost, reliability, or publishing decisions from the user. Deployment and social publishing needed explicit approval gates.

## Stack

TypeScript, Python, Next.js, PostgreSQL, Node.js, OpenAI, Docker

## What I built

- Rebuilt the multi-agent pipeline around research, planning, contracts, validation, and bounded fixer loops so generated code had a checkable path to production.
- Added live SSE run observability for phase progress, agent state, generated assets, deployment, and the human approval gate.
- Hardened the ship path with cost caps, resumable runs, and GitHub, Vercel, Turso, Playwright, and Docker integrations.

## Outcome

Raised end-to-end generation success from 46.2% to 76.7%, cut median prompt-to-live time from 22.1 to 14.9 minutes, and supported 1,200+ users generating 800+ apps. The run dashboard streamed 7.3M+ SSE events across 2,000+ runs.

- Role: Founding Engineer
- Timeline: April–July 2026
- Technical detail: Bun + TypeScript monorepo; Next.js dashboard; orchestrator-v2; SSE; Drizzle/Turso; Vercel; GitHub; Playwright; Docker.

Discuss a similar product: https://www.harjotrana.com/hire

## Key features

- Prompt-to-deploy full-stack app generation
- Multi-agent LLM orchestration pipeline
- Real-time SSE observability at multi-million event scale
- Production use: 1,200+ users, 800+ generated apps

All projects: https://www.harjotrana.com/projects

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