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spacedrive/docs/plans
Jamie Pine c6cbfca304 Make filesystem intelligence a native agent loop
Two agents, and only one is the interface. The interface is a person and
their agent in a harness over MCP. Filesystem intelligence is a
Spacedrive-native loop over a local model, headless, producing rows.

Reverses the earlier call that it should be a stateless batch pass. The
arithmetic says otherwise: a few hundred thousand directories at local
inference speed is days of continuous work, so uniform coverage is not
affordable and choosing where to spend attention is the feature rather
than an optimisation. Hierarchy pushes the same way, since a parent's
annotation wants its children's first.

The loop calls the same tools shipped over MCP. One definition, two
consumers, so it is a client of the public surface with no privileged
access and swapping in a frontier model is configuration. That also makes
it a completeness test: if the native agent needs something MCP does not
expose, the surface is wrong and it fails loudly. MCP therefore lands
before the loop rather than beside it.

LM Studio and Ollama first, both over OpenAI-compatible chat completions.
2026-08-25 17:29:38 -07:00
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