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Bruno Silva

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AI Engineering

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BSBruno Silva

AI Engineering

AI Systems Are Data Systems

Why modern AI products are shaped far more by retrieval architecture, context engineering, and data organization than by the language model itself.

AIRAGTool Calling

24 min read·May 13, 2026

BSBruno Silva

AI Engineering

node_modules as Intelligence: The Quiet Shift to AI-Native Frameworks

Next.js 16 ships its own documentation inside the package, exposes a built-in MCP endpoint, and writes AGENTS.md by default. A teardown of what Vercel is actually building, and why frameworks now have to be machine-readable.

ai-native-engineeringnext.jsvercel

14 min read·May 13, 2026

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