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A practical owner-level note on the Virtualizor BGP hijack, malicious updates, hypervisor persistence, update trust, and infrastructure evidence.
A practical owner-level note on GitSpawn, AI coding agents, malicious repository handoffs, developer endpoint exposure, and CI/CD secret risk.
A practical owner-level note on Cisco Nexus 9000 root RCE, network control-plane exposure, management reach, segmentation, and customer-ready proof.
A grounded comparison of C++ and Rust for AI-era systems work. It explains where C++ still wins on tooling, integration depth, profiling, and delivery speed.
A practical guide to AI-assisted Selenium automation for modern web products. It shows where AI speeds test design, locator repair, failure triage, and coverage planning.
A practical guide to the main C++ libraries for neural-network inference and deployment. It shows where ONNX Runtime, LibTorch, OpenVINO, TensorFlow Lite, and llama.cpp fit in production systems.
