homelabby/.planning/phases/02-ai-pipeline/02-HUMAN-UAT.md

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---
status: partial
phase: 02-ai-pipeline
source: [02-VERIFICATION.md, 02-04-PLAN.md]
started: 2026-04-10
updated: 2026-04-10
---
## Current Test
[awaiting human testing]
## Tests
### 1. oMLX installation (AI-01)
expected: oMLX installed on Mac Mini M4 with Gemma 4 E4B model loaded, serving at http://localhost:8000/v1
result: [pending]
### 2. Memory budget measurement
expected: Peak memory during vision inference documented; must fit within 16GB unified memory with headroom for Go backend + macOS
result: [pending]
### 3. Live intake end-to-end
expected: POST /api/intake with a real product photo returns AI-extracted serial/model/specs with confidence score
result: [pending]
## Summary
total: 3
passed: 0
issues: 0
pending: 3
skipped: 0
blocked: 0
## Gaps