AW Dev Rethought

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

Knowledge Vault


System Realities: Why “Everything Looks Fine” Before an Outage

74 |


Resilience Engineering: Designing Systems That Expect Failure

47 |


AI in Production: AI Systems Don’t Fail Fast — They Fail Slowly

80 |


Data Realities: When Analytics Lies – Common Causes of Data Mismatch

75 |


Systems Realities: When Monitoring Lies — False Signals in Production

46 |



Systems Realities: Debugging Distributed Systems — Where to Start

66 |



AI Insights: The Illusion of AI Accuracy in Real Products

81 |


Performance Realities: Performance Is a Design Problem, Not a Fix

48 |



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.
Ideal for developers and creators stepping into chatbots, LLMs, and language-driven AI systems.