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A Pro Guide to AI-native Python engineering. Establishes the gold standard for LLM integration through structured context (AGENT.md), Pythonic build orchestration, and protocol-based filesystem operations. Designed for building reliable, autonomous Agentic systems with production-grade CI/CD.