AW Dev Rethought

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

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AI Insights: Why Machine Learning Matters in 2025

AI Insights: Why Machine Learning Matters in 2025

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

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

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Developer Tools & Practices: Design Systems for Developers – Creating Consistent UI at Scale

Developer Tools & Practices: Design Systems for Developers – Creating Consistent UI at Scale

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AWS: Simplifying IAM Policies with AWS IAM Policy Autopilot (Open Source MCP Server)

AWS: Simplifying IAM Policies with AWS IAM Policy Autopilot (Open Source MCP Server)

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Platform Engineering Realities: Platform vs DevOps — What Actually Changes

Platform Engineering Realities: Platform vs DevOps — What Actually Changes

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

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

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Architecture Insights: Designing Event-Driven Micro-services for Scalability

Architecture Insights: Designing Event-Driven Micro-services for Scalability

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Engineering Decisions: What Makes Senior Engineers Valuable Beyond Code

Engineering Decisions: What Makes Senior Engineers Valuable Beyond Code

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

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

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AW Dev Rethought Flash: GitHub Supply-Chain Attack – Sept 2025

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Systems Realities: Why Logs Alone Are Not Enough

Systems Realities: Why Logs Alone Are Not Enough

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Architecture Insights: Understanding COBIT - A Framework for IT Governance

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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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