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Immutable Infrastructure and the Reduction of Human Error
Human error is not a weakness of individuals it is a predictable outcome of complex systems operated under pressure. In traditional infrastructure models, servers are treated as long-lived assets. They are logged into, patched manually, configured incrementally, and “fixed” in place. Every such action introduces drift. Over time, no two servers are truly identical,…
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Building Real-Time Systems with RTOS: Achieving Deterministic Low-Latency Performance
🔹 Understanding Real-Time Systems Real-time systems are not just about running fast — they are about running predictably. In a typical computer, slight timing variations are acceptable. But in real-time applications — like industrial automation, medical equipment, or autonomous vehicles — a delay of even a few microseconds can lead to catastrophic consequences.A real-time…