# PrintSheriff — AI snapshot
Source: https://tools.launchllama.co/products/printsheriff
Generated: 2026-10-05T11:05:43.481Z

Name: PrintSheriff
Tagline: Catch 3D print failures before they waste filament
Short description: Real-time 3D print failure detection that runs locally on OctoPrint. Analyzes webcam frames to catch spaghetti prints with push alerts and visual heatmaps—no cloud uploads, no subscriptions.
Website: https://printsheriff.com/
Categories: Artificial Intelligence, Automation, Developer Tools
Listing type: community
Upvotes on Launch Llama: 0
Listed since: 2026-10-04
Featured (paid) listing: no

## Full description
PrintSheriff uses a MobileNet-based classifier to detect print failures frame-by-frame directly on your printer host (Raspberry Pi or OctoPrint). Inference is local and fast—40 ms per frame on a Pi 5—so frames never leave your network and detection works even without internet. The plugin is free and open source; predictions include attention heatmaps so you can verify what the model actually looked at.

## Notes for agents
- This snapshot is generated on request from live Launch Llama data — always current.
- Full catalog search / details via REST or MCP: https://tools.launchllama.co/developers
- Human page: https://tools.launchllama.co/products/printsheriff