Complete state mutation refactor: all nodes now return partial dicts (LangGraph reducer pattern)

Fix interview-critical issues: state mutation anti-pattern, documentation accuracy, prior frustration handling, security notes

Fix critical bugs: compensation for late orders, escalation detection, conversation history improvements

Fix: All 7 critical bugs + 4 security enhancements + compensation policy

Initial commit: Olist intelligence layer with database