ShipAiFast
ShipAiFast is an AI-native SaaS boilerplate designed to help indie hackers and startups launch production-ready AI applications in minutes. It provides a fully modular, ownable codebase pre-wired with essential SaaS and AI infrastructure: authentication, Stripe billing, entitlements, local LLM routing via a unified model gateway, RAG (Retrieval-Augmented Generation) pipeline with vector and keyword search, AI memory engine for persistent context, and an agent runtime with human-in-the-loop workflows. The boilerplate includes a one-command setup script that bootstraps the entire stack using Docker, automatically runs database migrations, and seeds development data. It features a TypeScript server core (Hono + PostgreSQL) and an optional Rust client SDK for local-first apps, with first-class support for local LLMs through Ollama and GGUF models. The architecture is optimized for AI-assisted development with tools like Cursor, Claude, and Copilot, enabling developers to generate features that follow the project's conventions. ShipAiFast saves developers an estimated 48+ hours of integration work by eliminating the need to manually wire together services like Stripe webhooks, auth flows, vector databases, and AI model gateways. Instead, builders can focus on their unique product logic. The boilerplate is available as a one-time purchase ($199) with full code ownership, allowing unlimited modifications and deployments. It caters to a range of AI product use cases including chatbot SaaS with streaming and credits, document Q&A assistants via RAG, local-first AI apps with on-device memory, and agentic applications with tool calling and approval steps. All features are thoroughly documented, and the codebase is structured to be easily extended with custom models, data sources, and business logic.
- Category
- Payments
- Pricing
- Paid
Problem solved
ShipAiFast addresses the common challenge of spending weeks on repetitive SaaS plumbing—auth, billing, entitlements, and AI infrastructure—before writing any product-specific code. It provides a ready-to-run, integrated foundation so developers can launch AI startups faster.
Use cases
- Build subscription-based AI chatbots
- Create RAG-powered document Q&A platforms
- Develop local-first AI applications with on-device memory
- Launch agentic AI tools with human-in-the-loop workflows
- Rapid prototyping of AI SaaS MVPs
- Integrate Stripe billing and license keys for B2B AI products
- Deploy AI APIs with token metering and caching
- Start a new AI startup without reimplementing common infrastructure
Audience
- Developers
- Startups
- Hobbyists
Pros
- Saves 48+ hours of boilerplate integration
- Modular and ownable codebase
- One-command Docker setup
- First-class local LLM support
- Optimized for AI-assisted coding
Official website: https://shipaifast.com/
Canonical LambdaBase page: https://www.lambdabase.com/tools/shipaifast