Insights · first-hand engineering
Useful technical thinking from real operational constraints.
These notes focus on problems I work with directly: imperfect event data, payroll boundaries, low-automation factories, integration failure and safe AI-assisted operations.
The goal is not to publish generic technology summaries. Each article documents a practical pattern that a technical leader can evaluate, challenge and adapt.
From biometric punches to payroll: the reliability patterns that matter.
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02How to build a useful manufacturing ERP before the factory has IoT.
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03Enterprise AI agents need explicit authority, evidence and human approval.
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