AW Dev Rethought

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

Knowledge Vault


Engineering Management Realities: Why Good Engineers Struggle as Tech Leads

43 |


Architecture Realities: The Hidden Complexity of Asynchronous Architectures

41 |


Engineering Decisions: Why Reversible Decisions Matter More Than Correct Ones

46 |


System Realities: The Cost of Ignoring Edge Cases in Distributed Systems

57 |


System Realities: Why Debugging Gets Harder as Systems Scale

60 |


AI in Production: The Problem With Treating LLMs Like APIs

72 |



Engineering Management Realities: Why Alignment Is Harder Than Execution

63 |


AI in Production: The Hidden Engineering Work Behind “Simple” AI Features

69 |


Security Realities: Secrets Sprawl – How It Happens and How to Stop It

61 |



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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