AI Coding for Beginners, Episode 4 is Live (a Mood-Based Quote Generator with Lovable)


Hello Reader,

This week in the AI Coding for Beginners series, we’re taking a big step forward.

We’re adding databases, APIs, and security checks.

Our project: We will build a Mood-Based Quote Generator.

You select a mood (happy, sad, inspired, etc.), and the app displays a quote that matches your mood.

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This episode shows how indie founders and programmers can go from idea to working product in days, not months.

What You’ll Learn

  • How to build with Lovable
  • How to use Lovable Think Mode
    for brainstorming and planning
  • Sync with GitHub
  • Connecting to Supabase
  • Integrating OpenAI APIs
  • Finding & fixing security issues
  • Launching your application live

Tools Used

  • Lovable
  • GitHub
  • OpenAI
  • Supabase

Step by Step (Deep Dive)

Planning & Brainstorming with AI

I use Lovable’s Think Mode to map out the idea before writing a line of code.

It works like a product manager, senior programmer, and coding assistant in one, helping you brainstorm features, plan the build, and sequence tasks.

  • Open Lovable, start a new project.
  • Write a simple prompt: e.g., “Build a mood‑based quote generator.”
  • Switch to Think Mode to brainstorm with AI. It will propose features (mood history, daily check‑ins, breathing exercise, journal, community gallery, etc.) and sequence the work.
  • Pick only what you need for v1 (e.g., mood selector → quote → history). You can always iterate.
  • Click Implement plan to switch from chat to build.
  • Lovable builds the app and explains changes \.
  • If a compile/runtime error appears, click 'Try to fix' and Lovable pastes the error context and attempts an auto-fix.

Supabase Database Integration

We connect to Supabase to store and manage user data.

This is our first project integrating data handling, moving beyond just front-end projects with static content.

  • In Supabase, create a new project (free tier is fine to start).
  • In Lovable → Integrations, connect your Supabase project.
  • Lovable will propose SQL for tables and Row‑Level Security (RLS) policies. Review and click Apply.
Example: users can only SELECT/INSERT/UPDATE rows where user_id = auth.uid()
This prevents cross‑account data leaks.
  • Auth setup: In Supabase → Authentication → Providers, enable Email (and optionally Google/GitHub later).
  • For testing purposes, you can temporarily disable “Confirm email” (remember to re-enable it for production).
  • In Supabase → Authentication → URL Configuration, set the Redirect URL to your deployed site when you go live (defaults to localhost).

Integrating OpenAI API

We integrate the OpenAI API, allowing the app to generate quotes dynamically based on the user’s selected mood.

You will learn how to generate an OpenAI key, add it to your application and call it to create quotes.

  • In your OpenAI account, go to the OpenAI platform, create an API key and add it to Lovable’s secrets.
  • Lovable creates a Supabase Edge Function that calls OpenAI (your front‑end calls the function, not OpenAI directly-safer).
  • Test: pick a mood → the app calls the Edge Function → gets a quote → displays/stores it.

GitHub Setup and Sync

I show you how to connect your project to GitHub, essential for version control and collaboration.

This also allows you to open the same project in VS Code or Cursor to make changes side by side.

  • Click Connect to GitHub in Lovable. It creates a repo and pushes the code.
  • Open the repo in VS Code (or VS Code Web / Cursor). Make a tiny edit, commit, and push.
  • Lovable detects external changes and syncs. You can now work in both places.

Security Validation

Before launch, we validate security settings and apply fixes.

Lovable now features sophisticated security checks, helping you identify and fix all vulnerabilities before releasing your app.

  • In Lovable, go to Publish → Review security. It scans code + database and flags issues (e.g., missing RLS on a new table, overly long OTP expiry, console leaks).
  • Click Implement fixes to auto‑apply recommended patches (e.g., migrate local storage → Supabase tables with RLS), the Email OTP expiry time (e.g., from 24 hours to 1 hour), etc.

Launching the App

Finally, we go live!

I walk you through the deployment process so you can launch your project and share it with others.

  • Click Publish to get a live URL on Lovable’s hosting.
  • On a Pro plan, you can add a custom domain. If you do, update the domain in Supabase Auth redirect settings so login works on production.

Troubleshooting tips

  • Use Try to fix first; if still stuck, ask Lovable to explain the change it just made.
  • Keep features atomic. If a branch of work gets messy, remix the project in Lovable, try the change, and compare.
  • If something feels off, review the Edge Function code (the OpenAI prompt, inputs/outputs) and make any necessary adjustments. Then, tweak, redeploy, and retest.

Why this episode matters

We started this series with simple front-end projects.

Each week, we take things a little further.

This week, we are introducing databases, APIs, and security checks.

These are the building blocks of any real-world app.

By following along, you’re not just vibe coding, but you’re learning how to structure and launch production-ready software, one step at a time.


Watch the full video here.

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Start Building Products Faster with AI Coding

I build AI systems to help founders and enterprises acquire and support their users. Currently supporting 4M+ active app users. Back to code in my 50s after 12 years in management.

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