A diagram of the safe. pipeline architecture showing content flowing through classifier services

Building 'safe.': A User Safety Pipeline That Signals Real Systems Skill

A hands-on guide to building ‘safe.’, a real-time content safety pipeline in Go. This project signals systems engineering, concurrency, and ML integration skills — exactly what hiring managers look for in senior roles.

September 14, 2026 · 14 min · 2853 words · martinuke0
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