Ollama hobbyists weigh next local assistant step

This is less a product update than a useful snapshot of where local LLM builders naturally go once single-model chat starts feeling limiting.

• –The jump from one local model to multiple models is usually where hobby projects start turning into real evaluation pipelines
• –A reconciler model can improve consistency, but it also adds latency and complexity on 8GB VRAM hardware
• –Local notes and document retrieval are probably the highest-leverage next step because they make the assistant more personally useful without requiring bigger GPUs
• –The thread reflects a broader shift in local AI from raw model experimentation toward orchestration, memory, and practical workflows