(UNFINISHED) INTRODUCTION TO CODING PARADIGMS - ALYSON GUILHERME FERNANDES DE MELO

BRIEFLY INTRODUCTION TO CODING PARADIGMS - UNFINISHED

1. CODING PARADIGMS INTRODUCTION TO UNDERSTANDING MODERN
SOFTWARE DEVELOPMENT
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2. CORE CONCEPTSCORE CONCEPTS
Programming Paradigms
Functional programming (immutability, pure functions,
higher‑order functions)
Reactive programming (streams, event‑driven systems)
Concurrent & parallel paradigms (actors, coroutines,
async/await)
Language Ecosystem Trends
TypeScript for large‑scale web apps
Rust for memory safety and systems programming
Python’s dominance in AI/ML, but with performance trade‑offs
Polyglot architectures: mixing languages in microservices
Code Quality and Reliability
Static typing + formal verification (Z3, TLA+)
Test‑driven development (TDD) and property‑based testing
Continuous integration pipelines with automated linting, type
checks, and security scans
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3. CORE CONCEPTSCORE CONCEPTS
Performance and Optimization
Profiling and benchmarking (CPU, memory, I/O
bottlenecks)
Compiler optimizations (JIT, AOT, LLVM backends)
Low‑level tuning with SIMD, GPU offloading, and
parallelization
Security in Code
Secure coding practices (input validation, least
privilege, dependency auditing)
Post‑quantum cryptography libraries emerging in
mainstream toolchains
Supply chain security: SBOMs, signed builds,
reproducible binaries
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