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OpinionGitHub Blog · AI & ML· GPS·· 29 days ago

GitHub Podcast unpacks AI hot takes: should you read code, is RAG dead, and did Skills kill MCP?

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

What happened

The latest GitHub Podcast examines five popular AI claims. AI-generated code still needs to be read and owned, with review effort scaled to risk; Skills and MCP address different needs, with Skills packaging team expertise and MCP standardizing connections to tools and data; and RAG is not dead, since it can coexist with agents, Skills, and MCP in one workflow. The episode also discusses judging AI fluency in hiring and how fine-tuning needs can signal codebase maintainability problems.

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