Thoughts

Local AI, systems, and the practical edge.

Opinionated notes from Llama Heads on where useful AI systems are heading: orchestration, local infrastructure, model routing, and automation that gives teams more control.

First post

Notes worth thinking through.

Some posts are practical guides. These are the more strategic notes: what changed, why it matters, and what it means for local-first AI work.

01

The next AI frontier looks local

Three recent signals point toward a shift from single-model supremacy to system design: model access, policy restrictions, and fused model orchestration.

Local AI
Llama Heads geometric llama mark

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