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![ashishthinks Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::101389841.png) Ashish Pande [@ashishthinks](/creator/twitter/ashishthinks) on x XXX followers
Created: 2025-07-17 20:52:06 UTC

- MCP is now open-source and used industry-wide.  
- Each airline’s API returns and expects different data formats.  
- Agents use loops between tool, LLM, and memory to triangulate decisions.  
- Agent-to-agent model was created by Google.


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**Related Topics**
[llm](/topic/llm)
[mcp](/topic/mcp)
[$googl](/topic/$googl)
[stocks communication services](/topic/stocks-communication-services)

[Post Link](https://x.com/ashishthinks/status/1945949657089155488)