Build a SaaS With Cursor AI & Self-Host App + Database on One Server (Coolify)

Build a SaaS With Cursor AI & Self-Host App + Database on One Server (Coolify)

🎙 Astro K Joseph 👥 85K 📅 November 16, 2025 ⏱ 30 min 👁 9K 📄 tutorial 🧭 2026-09-17
Available in: English (current) Français

Keywords

AI codingself-hosted databaseCoolify deploymentSupabase self-hostNext.js

Summary

Astro K Joseph presents a practical guide to building a habit tracker app using Cursor AI and then self-hosting both the application and its database on a single VPS via Coolify. The video begins by introducing the tools: Cursor AI for code generation, Supabase for database and authentication, Coolify as a deployment platform, and Hostinger as the VPS provider. Using a blank Next.js project, Joseph prompts Cursor AI to create the habit tracker, fixing errors iteratively. The app initially uses local storage, but the main focus is on deploying it. He then purchases a Hostinger VPS with one-click Coolify installation, sets up Supabase within Coolify, and configures the app to connect to the self-hosted Supabase instance. The process includes creating environment variables, running SQL scripts to set up tables and RLS policies, and testing the integration. Finally, he demonstrates deploying the app from a GitHub repository to the same Coolify instance, adding environment variables for Supabase, and pushing the code. The video concludes with the app successfully deployed and functional on the VPS.

173 words

Critical Evaluation

Value of the Information & Strength of the Argument

The value of the information lies in its practical, step-by-step walkthrough that combines AI-assisted development with self-hosting, showing how to consolidate app and database on a single affordable server. The argumentation is coherent and logic flows from building the MVP to deployment, emphasizing cost savings and control. However, the tutorial relies heavily on sponsored services (Hostinger) and affiliate links, which may bias recommendations. The technical steps are demonstrated live, adding credibility, but deeper explanations of potential pitfalls or security considerations are omitted.

Scientific Rigor, Source Quality, Title Accuracy

The video is rigorous in the sense that it executes actual commands and shows real results, but the sources are primarily official product pages (Cursor, Coolify, Supabase) and affiliate links. No academic or peer-reviewed sources are cited. The title matches the content well, accurately describing the scope. The audience comments (if available) are not examined here; otherwise, no assumptions are made. The presence of sponsor segments (Hostinger and Scrimba) is transparent, though it may affect objectivity.

173 words

Title / Content Match

The title accurately reflects the content: building a SaaS with Cursor AI and self-hosting both app and database on a single VPS using Coolify.

Quality & Reliability

7/10

The tutorial is step-by-step and demonstrates the process clearly, but it contains promotional segments for Hostinger and relies on affiliate URLs. The technical information is accurate for the shown use case, though advanced optimizations are not covered.

Key Moments

Cited Sources

  • Cursor AI — Used as the AI coding assistant to generate the habit tracker app.
  • Coolify — Deployment platform for hosting both the app and Supabase on the VPS.
  • Supabase — Open-source backend used for authentication and database, self-hosted via Coolify.
  • Hostinger VPS — VPS provider with one-click Coolify installation; affiliate link used in video.
  • Scrimba — Promotional link for coding courses, mentioned as a resource in the description.

Concurring Sources

External References

Contribution & Novelties

The video’s main contribution is demonstrating a streamlined workflow where an AI coding tool (Cursor) is used to develop a full-stack app and then self-host both the app and its database on a single VPS using Coolify, significantly reducing hosting costs compared to using separate managed services. The tutorial provides practical steps for integration, from generating code to deploying with environment variables.

Pour aller plus loin :

111 words

Radar Profile

The radar profile shows strong scores in information quantity and technical level, with slightly lower quality and reliability due to the promotional nature and lack of deep technical dives. This suggests a practical, hands-on tutorial that is informative but not exhaustive.

Reliability 7/10