The shift in AI development is moving away from monolithic "black box" models towards modular architectures that integrate seamlessly with existing workflows. This modularity, enabled by frameworks like p-agent and the Model Context Protocol (MCP), enhances vendor agility, privacy, and performance by allowing local-first engineering and standardized data access.
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