Mirrodyn is becoming a studio and product platform for AI-powered visual inspection. The first product direction is Mirrodyn Inspect, a local-first station for image capture, checks, evidence, and reporting.
Who it is for
It is for teams that need repeatable visual checks in packaging, returns, logistics, refurbishing, rentals, and other physical workflows.
Why I built it
Visual inspection gets more useful when the station captures consistent evidence, explains the result, and can be adapted without rebuilding the whole product.
Problem / Solution
The problem
Manual inspection can be inconsistent, and generic AI demos often stop at a prediction without enough evidence for an operator to trust or review. Physical workflows need clear capture conditions, visible checks, and stored results.
The solution
Mirrodyn Inspect uses a controlled camera station to capture images, run deterministic checks and AI-assisted anomaly or damage analysis, then return a pass/fail or condition result with visual evidence and a stored report.
Key features
01
Controlled camera station capture
02
Deterministic packaging checks
03
AI-assisted anomaly and damage analysis
04
Pass/fail or condition result with visual evidence
05
Stored inspection session and report
06
Recipe-based adaptation for multiple workflows
Tech used
Capture station
Canon R8 capture setup
Controlled lighting
Fixed fixture
Brown-glass bottle demo
Application
Python backend
HTMX-style local UI
Local-first operator workflow
Inspection engine
Deterministic checks
AI-assisted anomaly analysis
Damage and condition analysis
Recipe configuration
Evidence
Inspection sessions
Result records
Visual evidence
Stored reports
Build notes
Mirrodyn is not being framed as a broad cloud platform first. The useful first version is a single-station local product with a polished operator UX, reliable capture conditions, and evidence that makes the inspection result understandable. Bottle Final Check and Condition Scan share the same core so the second demo becomes configuration and capture logic instead of a separate product.
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