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Merge branch 'dev' into feat/tools

feat: implement core agent architecture including LLM integration, Redis-backed memory, tool definitions, and comprehensive test suite.

feat: implement core tool infrastructure, Redis integration, and comprehensive test suite for agent functionality

Commit module LLM