A curated learning platform for AI and Quantum Computing engineers. Structured tracks, lesson pages, roadmaps, and resources for the future-ready developer.
| Page | Description |
|---|---|
index.html |
Landing page |
tracks.html |
AI Engineering + Quantum Computing learning tracks |
lessons/ |
22 individual lesson pages (12 AI + 10 Quantum) |
resources.html |
Curated resources from Anthropic, NVIDIA, Google, Microsoft |
roadmap.html |
AI Engineering Roadmap — 10-step learning path |
video-paths.html |
AI Mastery Videos — Zero to Hero curated playlist |
harness-roadmap.html |
Harness Engineer Roadmap — 14-skill checklist with videos |
university.html |
Academy — Harvard, Stanford, MIT course audits |
agents.html |
AI Agents hub |
auth.html |
Sign up |
login.html |
Login |
- Vanilla HTML/CSS/JS — no framework
- Deployed on Netlify (see
netlify.toml) - API proxy → Railway backend (
https://devscroll-web-production.up.railway.app)
| Module | Lessons |
|---|---|
| M1: LLM Orchestration | Prompt Engineering & Tuning · Function Calling & Tool Use |
| M2: RAG & Vector Data | Vector Embeddings · Semantic Search Strategies |
| M3: Agentic Systems | LangChain vs LangGraph · Auto-GPT Architectures |
| M4: Fine-tuning & Evaluation | LoRA & QLoRA · LLM Evaluation Metrics · RLHF & DPO |
| M5: Production Deployment | API Integration · Self-hosted LLMs (vLLM) · Cost Optimization |
| Module | Lessons |
|---|---|
| M1: Quantum Fundamentals | Qubits, Superposition & Entanglement · Quantum Gates & Circuits |
| M2: Quantum Algorithms | Grover's Search · Shor's Factoring |
| M3: Quantum ML | Variational Quantum Circuits · Quantum Neural Networks |
| M4: Noise & Error Correction | Quantum Error Correction · NISQ Algorithms & Mitigation |
| M5: Real Hardware | IBM Quantum & Qiskit Runtime · Amazon Braket & Azure Quantum |
Each lesson page includes concept cards, runnable code examples, curated resources, and prev/next navigation.
Skill checklist across 5 sections:
- Foundation
- Context Engineering
- Guide Design (Feedforward)
- Sensor Design (Feedback)
- Production & Iteration
Progress persisted in localStorage. Each skill links to a curated YouTube video.
- CSP headers configured in
netlify.toml - Open redirect protection on auth flows (
?next=param validated) - No secrets in codebase —
.envand all variants gitignored
Netlify auto-deploys from main branch. Publish directory is . (root).
# netlify.toml
[build]
publish = "."
[[redirects]]
from = "/api/*"
to = "https://devscroll-web-production.up.railway.app/api/:splat"
status = 200
force = true# No build step needed
python3 -m http.server 8080
# then open http://localhost:8080