Research: llama-conductor orchestration patterns for Robin's local model layer #14

New issue

Closed

opened 2026-06-01 09:08:35 -07:00 by pyr0ball · 1 comment

pyr0ball commented

2026-06-01 09:08:35 -07:00

Owner

Summary

llama-conductor provides patterns for orchestrating multiple local llama-family models — routing, fallback chains, context handoff — that are directly applicable to Robin's local inference layer.

Why it matters

Robin needs to orchestrate local models (Ollama, llama.cpp, etc.) and route prompts intelligently based on task type, hardware availability, and model capability. llama-conductor has solved parts of this problem already.

Action items

Review routing and fallback logic
Evaluate context handoff strategy between models
Assess whether Robin should wrap llama-conductor or replicate its patterns
Check if cf-orch's model routing primitives already cover this (avoid duplication)

References

Robin: proactive local LLM assistant, ships with MenagerieOS
cf-orch: distributed GPU orchestration — overlap likely at the model-dispatch layer

## Summary [llama-conductor](https://github.com/CakeCrusher/llama-conductor) provides patterns for orchestrating multiple local llama-family models — routing, fallback chains, context handoff — that are directly applicable to Robin's local inference layer. ## Why it matters Robin needs to orchestrate local models (Ollama, llama.cpp, etc.) and route prompts intelligently based on task type, hardware availability, and model capability. llama-conductor has solved parts of this problem already. ## Action items - [ ] Review routing and fallback logic - [ ] Evaluate context handoff strategy between models - [ ] Assess whether Robin should wrap llama-conductor or replicate its patterns - [ ] Check if cf-orch's model routing primitives already cover this (avoid duplication) ## References - Robin: proactive local LLM assistant, ships with MenagerieOS - cf-orch: distributed GPU orchestration — overlap likely at the model-dispatch layer

pyr0ball commented

2026-06-01 09:15:25 -07:00

Author

Owner

Duplicate of #11 — closing.

pyr0ball closed this issue

2026-06-01 09:15:25 -07:00

No labels

No milestone

No project

No assignees

1 participant

Notifications

Due date

The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference: Circuit-Forge/robin#14

No description provided.