[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.]

![openservai Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1699183381425090560.png) OpenServ [@openservai](/creator/twitter/openservai) on x 13.4K followers
Created: 2025-07-22 17:43:47 UTC

Most “agents” today are just vibe guys with an API key.

Our CTO @dashersw lays out what it actually takes to build agents that reason, act, and improve.

Observations → Beliefs → Goals → Actions.

A new framework for architecting intelligence👇


XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947714201608458599/c:line.svg)

**Related Topics**
[lays](/topic/lays)
[cto](/topic/cto)
[api key](/topic/api-key)

[Post Link](https://x.com/openservai/status/1947714201608458599)