Everything on Tooling & Standards

Model Context Protocol (MCP) is useful but not a universal solution; direct exposure of native methods as tools is often more efficient and type-safe.

Impact: Encourages pragmatic tooling choices that prioritize developer experience and system integration over adopting new standards for their own sake.

— from Enterprise AI Strategy: Java, Determinism, and Agent Control · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow· May 05, 2026