AW Dev Rethought

Code is read far more often than it is written - Guido van Rossum

Knowledge Vault


AI in Production: Human-in-the-Loop Systems — Where AI Must Stop

AW Dev Rethought Radar | Jan 25 – Jan 31, 2026

Engineering Decisions: What Makes Senior Engineers Valuable Beyond Code

Engineering Decisions: Code Reviews That Actually Improve Systems

Architecture Realities: Designing Systems for Teams, Not Just Traffic

Security Realities: Why Most AWS Security Breaches Are Configuration Issues?

Architecture Realities: Scaling Isn’t the Hard Part – Maintaining Systems Is

Career Reality Check: Building an AI Portfolio Without Kaggle or Certifications

Architecture Realities: When Micro-services Hurt More Than They Help

AI Insights: Latency, Cost, and Accuracy — The AI Trade-off Triangle


AI Foundations Bundle — From AI Basics to Deep Learning & NLP

AI Foundations Bundle — From AI Basics to Deep Learning & NLP

Learn AI the right way — from core concepts to deep learning and language models, all in one structured bundle.
Ideal for beginners and developers who want a complete AI roadmap without confusion.