Skip to content

xDarkN/core-keys-case-study

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 

Repository files navigation

Core Keys — AI-Assisted SaaS / E-commerce Platform Case Study

Core Keys is a private production SaaS / e-commerce platform project where I led product direction, technical planning, deployment workflows and day-to-day platform operations.

This repository is a public case study. The production source code remains private for security and business reasons.

Overview

Core Keys was built as a modern web platform focused on digital product delivery, customer account flows, admin operations, support workflows and production deployment.

The project gave me practical experience with modern web systems, cloud deployment, CI/CD workflows, database-backed applications and production troubleshooting.

My Role

Founder & Technical Product Owner

I was responsible for:

  • Defining product requirements and user flows
  • Planning customer experience and admin workflows
  • Managing GitHub repositories and release workflows
  • Guiding AI-assisted implementation using modern development tools
  • Testing features, identifying bugs and validating fixes
  • Translating business needs into technical tasks
  • Troubleshooting production issues and improving platform behavior

Technical Exposure

Technologies and platforms involved:

  • Cloudflare Workers
  • Supabase
  • PostgreSQL
  • GitHub Actions
  • CI/CD workflows
  • Authentication flows
  • Database-driven application logic
  • Production deployment workflows
  • AI-assisted development tools

AI-Assisted Development Workflow

The project was developed and improved using AI-assisted tools as part of the technical workflow.

Tools used included:

  • ChatGPT
  • Claude
  • Cursor
  • Replit
  • Antigravity

AI tools were used to support:

  • Technical planning
  • Debugging
  • Code review
  • Architecture decisions
  • Feature implementation guidance
  • Troubleshooting production issues
  • Improving deployment and database workflows

Key Learning Areas

Through this project, I gained practical experience in:

  • Managing a production web platform
  • Working with cloud-based deployment environments
  • Understanding CI/CD and release workflows
  • Handling database-backed application behavior
  • Testing and validating product features
  • Troubleshooting production issues
  • Using AI tools to accelerate technical problem-solving

Security Note

This repository does not contain production source code, secrets, API keys, credentials, customer data or internal business logic.

It exists only as a professional case study to document the project scope, technical exposure and ownership responsibilities.

Links

About

Case study of an AI-assisted SaaS / e-commerce platform, covering architecture, deployment workflow and technical ownership.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors