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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Data Realities: Data Systems Break at Boundaries, Not at Scale
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Data Realities: Data Systems Break at Boundaries, Not at Scale

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Architecture Realities: Coupling Doesn’t Disappear — It Moves
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Architecture Realities: Coupling Doesn’t Disappear — It Moves

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AI Insights: Running LLMs in Production — What Breaks First?

AI Insights: Running LLMs in Production — What Breaks First?

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AI in Production: AI Observability — Monitoring Models, Prompts, and Drift

AI in Production: AI Observability — Monitoring Models, Prompts, and Drift

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AI Insights: How AI Is Changing Healthcare (and What’s Next)

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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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Data Realities: Why Data Contracts Are Becoming Essential

Data Realities: Why Data Contracts Are Becoming Essential

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Mobile Engineering: Why Most Mobile Apps Fail Differently Than Web Apps

Mobile Engineering: Why Most Mobile Apps Fail Differently Than Web Apps

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Data Insights: Why Most Dashboards Don’t Drive Decisions

Data Insights: Why Most Dashboards Don’t Drive Decisions

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Architecture Insights: How Architecture Decisions Impact Team Productivity

Architecture Insights: How Architecture Decisions Impact Team Productivity

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Security Realities: Why “Compliance-Driven Security” Often Backfires

Security Realities: Why “Compliance-Driven Security” Often Backfires

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Data Realities: When Analytics Lies – Common Causes of Data Mismatch

Data Realities: When Analytics Lies – Common Causes of Data Mismatch

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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.