SeeFix Lab

← SeeFix · Green Robin Labs

Test bench for each model route. Responses are shown raw; a 503 means the deployment is missing the named env var (nothing here is mocked).

Identify · Muse Spark Open (Baseten)

Upload a model-plate photo. Rate-limited; uses Baseten when configured.

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Safety gate · Muse Glimmer (Modal)

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Segment · SAM 3.1

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Instruction card · Muse Image edit

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Verify the fix · Muse Spark Open (Baseten)

Uses the photo above as the after photo. Optionally add a before photo. Returns done / not_done / unclear with visible evidence and one next action. Shares the identify rate limit.

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