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strategy
How to Evaluate the Trade-Offs of On-Device AI Hardware for Mobile-First Startups
A practical decision matrix for mobile-first startups weighing cloud, edge, or on-device AI—includes Holywater and Puma examples.
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Unknown2026-02-22 · 10 min read
observability
Monitoring & Observability for On-Device AI: Telemetry Patterns Without Leaking PII
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