RTOS Timing and Priority Review Agent

Real-time problems often show up only under heavy load: a task misses its deadline, or a low-priority task holds a lock the high-priority task needs. This agent reads trace data from a stress run and computes each task's run time, period, jitter and time spent blocked. It lists deadline misses and finds the shared resources behind the blocking. It then tests changes, such as a different priority, priority inheritance on a mutex or a shorter critical section, in a simulation or on the bench, under the same load. It measures again and keeps the changes that fix the miss without causing a new one. The engineer approves any change to the real system. Edge case: raising one priority starves a logging task, so the agent rejects it.