21:55
2026-09-20
dev.to
ai-agents
Teaching our on-device assistant to say "I don't know"
FamiliaSync replaced its hand-written intent router with a small on-device classifier for its offline-first family organizer assistant, training 105 intents on roughly 2,400 example utterances with 70…