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/ 3 min read

The Backend Is Not Boring. It Is Where Bad Decisions Get Expensive.

Frontend trends change every year. Backend mistakes keep charging interest long after the UI refresh ships.

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/ 5 min read

AI Can Write Code. It Still Cannot Own Production.

Generated code makes shipping faster. It does not make consequences smaller. The expensive part of software is still ownership.

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/ 6 min read

Agentic Programming: Why Most Developers Are Preparing for the Wrong AI Future

The shift from writing code to orchestrating systems is happening faster than you think

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/ 6 min read

Vibe Coding Is Just Prompting with Better Guardrails

Why treating AI-generated code like untrusted third-party dependencies changes everything

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/ 11 min read

Hand Gesture Recognition in Python with OpenCV and MediaPipe

Two working hand gesture recognition builds in Python — from basic detection to a product selection system — using OpenCV and MediaPipe.

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/ 5 min read

I Drank the Kool-Aid, and It Made Me Sick

Why generative AI works best as a constrained tool with oversight, not as a substitute for judgment or craft.

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