AW Dev Rethought

✂️ Perfection is achieved not when there is nothing more to add, but when there is nothing left to take away - Antoine de Saint-Exupéry

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ML in Production: Why Most ML Models Never Reach Production
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ML in Production: Why Most ML Models Never Reach Production

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AWS Engineering: The Trade-off Between Observability and Cost
Latest

AWS Engineering: The Trade-off Between Observability and Cost

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Systems Realities: When Monitoring Lies — False Signals in Production

Systems Realities: When Monitoring Lies — False Signals in Production

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Architecture Realities: Why Distributed Systems Prefer "Good Enough" Over Perfect

Architecture Realities: Why Distributed Systems Prefer "Good Enough" Over Perfect

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AW Dev Rethought Radar | Dec 14 – 20, 2025

AW Dev Rethought Radar | Dec 14 – 20, 2025

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AWS: Getting the Most from AWS Lambda (Advanced Strategies)

AWS: Getting the Most from AWS Lambda (Advanced Strategies)

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Engineering Decisions: How Engineering Decisions Shape Team Productivity?

Engineering Decisions: How Engineering Decisions Shape Team Productivity?

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

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AI Insights: Why AI Systems Fail Silently (And How to Catch Them)

AI Insights: Why AI Systems Fail Silently (And How to Catch Them)

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System Realities: The Hard Truth About Real-Time Systems

System Realities: The Hard Truth About Real-Time Systems

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Developer Insights: CI/CD Beyond Code – Automating Security & Compliance Checks

Developer Insights: CI/CD Beyond Code – Automating Security & Compliance Checks

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Tech Trends: 🌱 Green Computing: How Tech is Going Sustainable

Tech Trends: 🌱 Green Computing: How Tech is Going Sustainable

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