Expired50% confidenceOpinionTime unknown
The evolution direction of AI tools is from RAG (Retrieval-Augmented Generation) to Agent (autonomous agents), meaning a shift from generating text to perceiving the environment, executing actions, and verifying results
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
Claude Code DevOps in Practice: Linux VPS Deployment and Infrastructure Automation
bilibili王教员
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