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GitHub Blog · AI & ML· GPS·· 2026-09-18AI score42

Should you read the code, is RAG dead, and did Skills kill MCP?

Should you read the code, is RAG dead, and did Skills kill MCP?

AI introduction

The GitHub Podcast breaks down five common AI hot takes one by one. Key conclusions: AI-generated code still needs review scaled to risk; Skills and MCP solve different problems, with MCP providing a standard for tool and data access while Skills package team workflows and best practices in Markdown, making them complementary; RAG is not dead—retrieval brings models closer to answers and can coexist with agents, MCP, and Skills in the same workflow.

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Source: GitHub Blog · AI & ML · github.blog