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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Architecture Insights: Architecture Year in Review — Lessons from 2025

Architecture Insights: Architecture Year in Review — Lessons from 2025

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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 Radar | Sept 28 – Oct 4, 2025

AW Dev Rethought Radar | Sept 28 – Oct 4, 2025

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ML in Production: Debugging ML Pipelines Is Harder Than You Think

ML in Production: Debugging ML Pipelines Is Harder Than You Think

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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: AI Systems Need SLAs Too — But Different Ones

AI in Production: AI Systems Need SLAs Too — But Different Ones

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Browser Internals: Why Browser Caching Is More Complicated Than You Think

Browser Internals: Why Browser Caching Is More Complicated Than You Think

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Security Insights: India’s DPDP Rules — What Changes for Builders and Architects?

Security Insights: India’s DPDP Rules — What Changes for Builders and Architects?

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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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Performance Realities: Why Most Performance Optimisations Don't Matter

Performance Realities: Why Most Performance Optimisations Don't Matter

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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.