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Technical Articles
Long-form technical writing for engineers and architects. Code, diagrams, and trade-offs included; marketing copy excluded.
Articles in Technical Articles(4)
From lab to line: hardening ROS 2 systems for 24/7 industrial operation
A field-tested checklist covering DDS tuning, lifecycle management, watchdog patterns, and OTA update strategies for autonomous platforms.
Edge-first IoT architecture: when centralised cloud is the wrong choice
A reference architecture for hybrid edge-cloud deployments at industrial scale, with the specific workloads where each tier wins.
MLOps at enterprise scale: why your models decay and what to do about it
Three failure modes that break production AI, a reference MLOps stack, and the governance practices that keep models reliable.
Computer vision in manufacturing QA: lessons from 30 production deployments
Defect detection systems fail in ways traditional QA does not. Lighting, dataset drift, edge inference, and operator buy-in across 30 deployments.
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