Introduction
This placeholder sets up a final article on determinism as a design requirement rather than an afterthought.
Sources of Non-Determinism
Placeholder: detail timing variance sources across hardware, firmware, and system interfaces.
Design Controls for Deterministic Behavior
Placeholder: describe control strategies for scheduling, interfaces, and latency management.
Evidence and Validation
Placeholder: define evidence artifacts required to support determinism claims.