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Technical Notes

Building production-grade systems. Thoughts on architecture, AI, and engineering.

AI Engineering•Jan 2026

Why Most AI-Assisted Coding Fails

The difference between 'vibe coding' and production systems requires more than just prompting...

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System Design•Dec 2025

Designing Multi-Platform Systems in 2025

How Flutter + robust backends enable true cross-platform delivery without compromise...

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AI Development•Jan 05, 2026

Building Production Systems with Agentic AI

How we ship systems 10x faster using AI agents while maintaining enterprise-grade quality.

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Machine Learning•Dec 20, 2026

Real-time Face Recognition at 30fps

Architecture and optimizations for production-grade computer vision with Python and OpenCV.

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Velayon

Systems Engineer

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