[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![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 20:52:08 UTC

- For multi-agent systems, establish clear discovery and delegation rules.  
- Use Git history and terminal access to trace code issues via agents.  
- Look up real-world MCP setups to reuse in your stack.  
- Configure local environments with OpenAI-compatible settings.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945949663665795459/c:line.svg)

**Related Topics**
[mcp](/topic/mcp)
[realworld](/topic/realworld)

[Post Link](https://x.com/ashishthinks/status/1945949663665795459)