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It already makes a difference for me. Instead of going through logfiles, i copy and paste them to claude and it does something and tells me the right answer.

In coding, tools i vibe code.

But the industry is still working on the agentic layer. I think we will see the first real bigger agentic layer setups this year and it will stteam roll a lot next year.

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