Lesson 12. Real project: Strategy from A to Z
You've mastered all the tools. Now it's time to unite them and build a real project. In this lesson, you will take a project from an idea to a finished product using a professional strategy. This is your final course project.
Topic breakdown
Building a real project differs from just knowing isolated tools. It requires planning, choosing an architecture, step-by-step execution, testing, and deploying. In this lesson we cover the full cycle: idea -> plan -> implementation -> test -> deploy -> iteration.
Professional vibe coding strategy: 1) Clarify the idea (for whom, what problem it solves), 2) Choose technologies (with AI's help), 3) Establish project structure (via Agent), 4) Core functionality (step-by-step), 5) Improve UI/UX, 6) Testing, 7) Deployment, 8) Gather feedback and iterate.
Core principle: start small. MVP (Minimum Viable Product) — the simplest working version. Initially, build 1-2 key features, deploy, gather feedback, and then expand. This is the strategy of the world's most successful startups.
As an example, we will build a 'Personal Finance Tracker': input income and expenses, display charts, monthly reports. You can adapt this example for your own project.
What you'll learn
- Understand the strategy of running a project from idea to deployment
- Comprehend and apply the MVP approach
- Master the technique of incrementally building a project with AI
- Know the testing and debugging strategy
- Learn how to update and expand a project (iteration)
- Create a polished project ready for your portfolio
Deep dive
MVP strategy: the most successful tech companies started as MVPs. Facebook was initially only for Harvard students. Twitter was just a 140-character feed. You too should build the simplest functional version, deploy it, get feedback, and evolve. Vibe coding makes this especially easy — an MVP can be built in a day.
Professional project structure: README.md (description, screenshots, install info), .cursorrules (AI rules), .gitignore (exclude files), .env.example (environment variables template), src/ (main code), tests/ (test suites), docs/ (documentation). Apply this structure from day one to avoid future chaos.
Iterative development cycle: 1) Write feature (with AI), 2) Test (browser + terminal), 3) Commit (Git), 4) Deploy (Vercel), 5) Get feedback (friends, users), 6) Improve (with AI). This cycle repeats infinitely — every iteration hones the project.
Concluding the course: You now master the key vibe coding tools — Cursor (Tab, Inline, Chat, Agent), Copilot, .cursorrules, Git, Deployment. The next step is starting your own real project. It could be anything: a business landing page, startup MVP, a Telegram bot, or a personal portfolio. The crucial part is to start and keep going. The AI is your 10x assistant, but taking action is up to you.
Ready prompt template
Copy and adaptCreate a Personal Finance Tracker app. Stack: Next.js 14 + TypeScript + Tailwind + SQLite (better-sqlite3). Pages: 1) Dashboard — current balance, last 5 transactions, monthly chart (chart.js), 2) Transactions — full list, filter (date, category), add form, 3) Report — income vs expense for the month. Categories: Food, Transport, Utilities, Income, Other. Data stored in SQLite. Responsive design. Include a README.md and .cursorrules.
Why it works
Stack: 'Next.js 14 + TypeScript + Tailwind + SQLite' — modern and great for learning
Pages: '3 pages' — functionality for each is defined
Visualization: 'chart.js chart' — visual data representation
Database: 'SQLite' — requires no installation, acts as a file
Professionalism: 'README.md and .cursorrules' — project is ready for portfolio
Practice
- Create project folder: 'finance-tracker'
- Write the .cursorrules file first: technologies, style, and conventions
- In Agent mode, build the core structure (pages, layout, navigation)
- Second step: add the database and API endpoints
- Third step: UI components (form, table, chart)
- Fourth step: responsive design and polish
- Test thoroughly in the browser — verify every feature
- Git commit, GitHub push, Vercel deploy
- Add screenshots and setup instructions to README.md
Common mistakes
- Trying to build everything at once — MVP first: just adding and viewing transactions
- Not testing — test functionality after every step; do not proceed until it works
- Not writing .cursorrules — this is the 'brain' of the project, ensuring AI consistency
- Not gathering feedback — show the app to friends, they'll spot issues you missed
- Failing to add it to your portfolio — a GitHub README must have screenshots, a demo link, and a tech stack list
Lesson FAQ
How do I choose a project?
Build something you or people around you need. Solve a personal problem: expense tracker, to-do list, portfolio site, or a bot for your business. Real need equals real motivation.
How long does a project take?
An MVP takes 1-3 days (with vibe coding). A full version takes 1-2 weeks. A professional-grade product takes 1-3 months. Work incrementally, don't rush.
How many projects do I need for my portfolio?
3-5 high-quality projects is enough: 1 landing page, 1 bot, 1 web app, 1 personal project. Each should have a README, screenshots, and a demo link.
Can I find a job with vibe coding?
Yes, though direct 'vibe coder' listings are rare right now. Showcase your portfolio of projects and start by freelancing (building sites, bots). This is real work with real income.