Same pattern as integrity_check.py — the host-side Python doesn't
have pydantic_settings. Refactor detect_emerging.py to talk to the
container via HTTP instead of importing atocore.memory.service.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>