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![Cryptotrissy Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3007589515.png) Trissy [@Cryptotrissy](/creator/twitter/Cryptotrissy) on x 15.6K followers
Created: 2025-07-18 08:24:15 UTC

Tldr on why I chose Codec > Nuit for Operators:

Codec uses a three layer architecture (Machine, System, Intelligence) enabling isolated, high performance agents with native control.

Each Codec agent runs locally using a Vision-Language-Action (VLA) loop, reducing latency and increasing reliability.

Nuit’s model depends on browser parsing + cloud AI calls, which limits flexibility and introduces fragility.

Codec scales horizontally across thousands of agents, with no shared state and fault tolerant modularity.


XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946123839429390749/c:line.svg)

**Related Topics**
[high performance](/topic/high-performance)
[coins ai](/topic/coins-ai)
[loop](/topic/loop)
[codec](/topic/codec)

[Post Link](https://x.com/Cryptotrissy/status/1946123839429390749)