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AI Engineering Platform

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Infrastructure and tooling for AI Engineering bootcamps, providing secure, isolated development environments and automated participant onboarding.

Overview

This platform consists of the following components:

  1. Coder Deployment - Containerized development environments supported by Coder
  2. Participant Onboarding System - Secure, automated participant onboarding

1. Coder Deployment for GCP

The coder folder contains all resources needed to deploy a Coder instance on Google Cloud Platform (GCP), along with reusable workspace templates and Docker images for the workspace environment.

Structure

  • deploy/ - Terraform scripts and startup automation for provisioning the Coder server on a GCP VM
  • docker/ - Dockerfiles and guides for building custom images used by Coder workspace templates
  • templates/ - Coder workspace templates for reproducible, containerized development environments on GCP

Usage

  1. Provision Coder on GCP - Follow the steps in coder/deploy/README.md
  2. Build and Push Docker Images - See coder/docker/README.md
  3. Push Workspace Templates - See coder/templates/README.md

2. Participant Onboarding System

Automated system for securely distributing team-specific API keys to bootcamp participants using Firebase Authentication and Firestore.

Features

  • Secure Authentication - Firebase custom tokens with per-participant access
  • Team Isolation - Firestore security rules enforce team-level data separation
  • Automated Onboarding - One-command setup for participants
  • API Key Management - Automated generation and distribution of API keys

Architecture

┌─────────────────────────────────────────────────────────────────┐
│                          Admin Phase                            │
├─────────────────────────────────────────────────────────────────┤
│  1. Setup teams and participants in Firestore                   │
│  2. Generate team-specific API keys and shared keys             │
│  3. Add users to github AI-Engineering-Platform org             │
└─────────────────────────────────────────────────────────────────┘
                              ↓
┌─────────────────────────────────────────────────────────────────┐
│                       Participant Phase                         │
├─────────────────────────────────────────────────────────────────┤
│  1. Run onboarding script in Coder workspace                    │
│  2. Script authenticates using token server                     │
│  3. Fetches team-specific API keys (security rules enforced)    │
│  4. Creates .env file with all credentials                      │
│  5. Runs integration tests to verify keys, marks onboard status │
└─────────────────────────────────────────────────────────────────┘