AI-Augmented Software Engineering Resource Sheet
2026-03-29
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Here are direct links to the resources, channels, and papers to help you master this new era of AI-augmented software engineering:
1. YouTube Content (Visual & Workflow Learning)
AI-Native Development (Cursor & Claude)
- Fireship (Cursor Overview): Cursor 2.0 is here... 5 things you didn't know it can do
- Tech With Tim (Cursor Full Tutorial): Cursor 2.0 - Full Tutorial for Beginners
- Codebasics (Vibe Coding / Large Codebases): Cursor Crash Course: Vibe Coding on a Large Codebase
System Design & Architecture
- ByteByteGo (Alex Xu): ByteByteGo YouTube Channel — The gold standard for visual system design breakdowns.
- Hussein Nasser: Hussein Nasser YouTube Channel — Deep dives into backend engineering, proxies, database engines, and networking.
Cloud & Modern Infrastructure
- TechWorld with Nana: Kubernetes Crash Course for Absolute Beginners — Her channel is excellent for DevOps tools like Docker, K8s, and Terraform.
- freeCodeCamp: GitHub Actions Tutorial - Basic to Advanced
2. Research Papers & Engineering Blogs (Deep Understanding)
Foundational Distributed Systems Papers
- The Dynamo Paper (Amazon): Dynamo: Amazon's Highly Available Key-value Store (PDF)
- The Spanner Paper (Google): Spanner: Google's Globally-Distributed Database (PDF)
- The Raft Consensus Algorithm: In Search of an Understandable Consensus Algorithm (PDF)
High-Scale Engineering Blogs
- Netflix Tech Blog — Great for microservices and fault tolerance.
- Cloudflare Blog — Strong coverage of networking, edge computing, and security.
- Uber Engineering — Excellent for real-time dispatch systems and data pipelines.
- Discord Engineering — Insights into scaling concurrent WebSocket workloads.
3. Daily Practice & Tools
System Design & Architecture Practice
- Excalidraw — Low-friction architectural whiteboarding.
- HelloInterview — Practice modern system design and review architectures.
Deployment & Infrastructure Tooling
- Docker: Docker 101 Tutorial — Containerization for deploying AI-generated code confidently.
- Terraform (HashiCorp): Terraform Tutorials — Infrastructure as Code for reliable cloud resources.
Prompting
- Anthropic's Prompt Engineering Guide — Sharpen the instructions you give your AI collaborators.