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9aa5185 | 1 2 3 4 5 6 7 | """Agent internals -- extracted modules from run_agent.py.
These modules contain pure utility functions and self-contained classes
that were previously embedded in the 3,600-line run_agent.py. Extracting
them makes run_agent.py focused on the AIAgent orchestrator class.
"""
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