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Understand how mapped model pages are faulted and shared, why RSS can mislead, and which caches and buffers still consume RAM per process.

Learn what an agent audit trail must capture, why ordinary logs are incomplete, and how to replay a private workflow without exposing raw data.

See how closed, open, and half-open states isolate failing tools, where fallback can mislead, and how to test recovery without stalling all requests.

Learn how bounded queues, admission control, and load shedding stabilize local AI workflows—and how to test overload before it becomes a cascade.

Understand event time, watermarks, and late-data policies for smart homes—and test whether delayed sensors change an automation after it acts.

Learn how tracking associates detections over time, why stable IDs suppress repeated alerts, and where occlusion or camera changes break continuity.

See how speech boundaries and speaker clusters create searchable audio, where overlap causes errors, and how to audit diarization locally.

Learn why OCR text can be correct yet structurally wrong, how reading order is recovered, and how to test tables and forms before indexing.