18 AI Projects Starter Kit with Ankit Pandey

Stop starting from scratch. Ship your AI project this weekend.

Building an AI agent is easy. Figuring out the architecture, structuring the repo, and writing the prompts? That's where 95% of developers get stuck. They open a blank folder, stare at Cursor, and give up before they even write a line of code.

The AI Engineer's Starter Vault is the cure for the blank page.

I’ve bundled the exact starter architectures, system prompts, and agent instructions for 18 different generative AI projects. You don't have to spend 10 hours figuring out how to connect the vector DB or structure the tools. I've already done the heavy lifting.

What's Inside the Vault?

For every single project, you get a dedicated folder containing:

• 📄 architecture.md: The exact system design, data flow, and tech stack justification.
• 🤖 prompts.md: The system prompts, tool descriptions, and agent instructions.
• ⚡ cursor-mega-prompt.txt: A massive prompt you can paste directly into Cursor, Windsurf, or Claude that tells the AI exactly how to scaffold the entire project for you.

The 18 Project Blueprints Include:

• The RAG & Data Agents: Company Knowledge Agent (LangGraph), AI Data Analyst (Postgres/Plotly), Research Analyst Agent.
• The Developer Agents: AI Code Review Agent (GitHub API), Incident Investigation Agent (Amazon Bedrock), Browser Testing Agent (Playwright).
• The Voice & Workflow Agents: Voice Booking Agent (LiveKit), Invoice Processing Workflow (Vision Models), MCP Project Agent.
• The Full-Stack AI Apps: AI Resume Reviewer, Internship Application Tracker, Real-Time Study Room, and more.

Who is this for?

• Engineers building a portfolio: Stop putting to-do apps on your resume. Put a multi-agent system on it instead.
• Developers who want to learn AI by building: Skip the endless tutorials. Read the architecture, run the mega-prompt, and see how it works in production.
• Founders building MVPs: Scaffold your backend architecture in minutes, not weeks.

How to use it:

1. Unzip the vault.
2. Pick a project (e.g., AI Code Review Agent).
3. Open Cursor, paste the cursor-mega-prompt.txt, and watch it build.
4. Tweak the architecture and make it your own.

The "No-Brainer" Price

You are getting 18 production-ready blueprints for the price of a couple of coffees. It's designed to save you hours of frustration and get you shipping immediately.

Note: This is a digital product. You will receive a downloadable ZIP file immediately upon purchase.

Get instant access. Pick a project. Start building.