AW Dev Rethought

🕵️ Debugging is like being the detective in a crime movie where you are also the murderer - Filipe Fortes

Knowledge Vault


AWS in Production: Cloud Governance — Balancing Speed, Cost, and Control

83 |


Architecture Realities: Why Simpler Architectures Often Win at Scale

80 |


AI in Production: AI Observability — Monitoring Models, Prompts, and Drift

77 |


AI in Production: AI Failures in Production — What Went Wrong

161 |


Production Engineering: Technical Debt — When to Fix, When to Ignore

200 |


AWS Architecture: Multi-Region Data Consistency — What Breaks First

172 |


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

159 |


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

71 |


Engineering Decisions: What Makes Senior Engineers Valuable Beyond Code

167 |


Engineering Decisions: Code Reviews That Actually Improve Systems

160 |



NLP & LLM Foundations — From Words to Intelligence
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NLP & LLM Foundations — From Words to Intelligence

Learn how language AI works — tokenize text, build embeddings, use transformers, and deploy your own NLP models.
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