LoopAgentState is defined as the per-run state model that tracks turn control, counters, budget, HITL status, and observations, and it is checkpointed for pause and resume behavior.

**LoopAgentState** (`agent_state_v2.py`): Per-run state model tracking turn control, counters, budget, HITL status, observations.

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Checkpointed for pause/resume.

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Key Runtime Concepts:

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md