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bogdanmnt
204mo ago
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GitHub Repository
Hub-and-spoke voice agent: many humans on live audio, one AI routing per-utterance who needs to hear what.
0 starsPython
Knotch – a hub-and-spoke voice agent
by akshatvasisht·Jun 1, 2026·4 points·2 comments
AI Analysis
●●●BangerBig BrainZero to One
Inverts Vapi Squads: many humans coordinated by one AI, not one caller handed between bots.
Strengths
- •Content-aware routing beats static talkgroups and human dispatcher throughput limits.
- •Domain-agnostic four-file data pack system requires no engine changes for new use cases.
- •Transport-less decision layer works with LiveKit and other infrastructure providers.
Weaknesses
- •Zero stars and forks suggests hackathon prototype, not production-ready deployment.
- •No demo video or live example showing the routing decisions in action.
Category
Target Audience
Teams managing simultaneous voice channels (incident response, kitchen lines, pit crews)
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Vapi Squads · Retell AI · Bland AI
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