AW Dev Rethought

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

Knowledge Vault


Systems Realities: State Management in Distributed Systems — The Hard Truths

41 |


Engineering Decisions: Measuring Developer Productivity Without Vanity Metrics

69 |


Data Realities: The Cost of “Just One More Metric”

70 |


AWS in Production: AWS Cost Anomalies — Detecting Spikes Before Finance Does

83 |


Systems Realities: How Small Failures Turn Into Major Outages

63 |


Career Realities: Why Progress Beyond Senior Developer Becomes Difficult?

97 |


Production Engineering: Postmortems That Actually Change Behaviour

65 |


AI Insights: When NOT to Use Generative AI in Enterprise Systems

71 |


Engineering Management Realities: Scaling Engineering Teams Without Slowing Down

79 |


Security Realities: Security Reviews That Actually Improve Systems

77 |



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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