AW Dev Rethought

Truth can only be found in one place: the code - Robert C. Martin

Knowledge Vault



Architecture Insights: TOGAF – A Practical Overview for Software Architects

Architecture Insights: Understanding COBIT - A Framework for IT Governance

Architecture Insights: Event-Driven Architecture Explained Simply

AWS: Getting the Most from AWS Lambda (Common Pitfalls to Avoid)

Architecture Insights: Monolith vs Microservices – Which Fits Your Team?

AI Insights: The Power of Feature Engineering (No Code)

AI Insights: Overfitting vs Underfitting: How ML Models Go Wrong

AWS: RDS vs DynamoDB – Choosing the Right Database for Your App

AI Insights: Understanding Bias and Variance: Why Models Fail


NLP & LLM Foundations — From Words to Intelligence

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.