Comment by MuffinFlavored
1 day ago
> Qwen 3.8 27b is the supervisor
>
> Qwen 3.5 4b are the 6-15 minions it controls
>
> Gemma 4 e4b is the validator for the supervisor.
I just use Opus 5.5 and don't think about it?
1 day ago
> Qwen 3.8 27b is the supervisor
>
> Qwen 3.5 4b are the 6-15 minions it controls
>
> Gemma 4 e4b is the validator for the supervisor.
I just use Opus 5.5 and don't think about it?
These are self hosted for learning experience, I could have built an agent swarm in the cloud, but I'd never have learnt the fundamentals.
- Cold starts impact, context length issues, task lifecycle management
- Inefficiencies in delegation, necessitating workflow patterns for small projects (big AIs hide this problem until you scale and they hit the same issues).
- Limits of the AI would be harder to find or notice (e.g. where time - and cost - is being spent needlessly).
Or just use a more capable local model like Qwen3.8-Flash-Next?
Or Kimi K3? /s
Some people are resource constrained.