Master the Skills AI Can't Replace
"Knowledge of syntax and programming languages... are losing their relevance. What matters now: Systems design and architecture, innovative product thinking, deep domain knowledge."
— Matt Biilmann, CEO of Netlify
Systems Thinking
How components interact, where bottlenecks occur, and what trade-offs exist at scale.
✓ Architecture diagrams
✓ User interaction flows
✓ Dependency tracking
Architectural Intuition
Why patterns are chosen, how auth flows across services, and which designs solve specific problems.
✓ Pattern identification
✓ Design decisions explained
✓ Real-world examples
Technical Depth
Algorithms in action, data structures solving real problems, and design patterns that scale — see CS concepts applied in production.
✓ Algorithms in context
✓ Data structure applications
✓ Design pattern recognition
Decision-Making Logic
User action to database — trace which code executes, how data flows, and where transformations happen.
✓ Step-by-step code traces
✓ Data transformation tracking
✓ Performance insights