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Bryan Clark1d ago • 8 min read
Fix LLM formatting in the tool layer, not the prompt
If you point an LLM agent at an MCP server and then route its replies through text-to-speech, you...
#ai#mcp#voiceassistant#llm
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Bryan Clark1d ago • 5 min read
Route all Home Assistant voice to a custom agent with a wildcard sentence
If you want every voice command to go to your own conversation agent — a local LLM, an MCP-backed...
#homeassistant#selfhosted#voiceassistant#ai
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Bryan Clark1d ago • 9 min read
Why we kept named MCP tools despite a 96% token saving
The boat-agent stack here runs on a prime directive: if there's something usable out there, improve....
#mcp#signalk#ai#voiceassistant
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Bryan Clark1d ago • 3 min read
Discrete MCP tools vs execute_code: when each wins
When we wanted our boat agents to read SignalK — wind, position, battery, depth — over MCP, there wa...
#ai#mcp#signalk#voiceassistant
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Bryan Clark1d ago • 7 min read
No audio from the Home Assistant Nabu puck: use assist_satellite.announce
You wire up a local voice pipeline on a Home Assistant Voice (Nabu) puck, fire a tts.speak at it fro...
#homeassistant#selfhosted#voiceassistant#ai
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Mart Schweiger1d ago • 10 min read
Prompting Claude to Build Voice Agents
Ask Claude to build you a voice agent and you'll get working code back in about thirty seconds. That...
#ai#llm#voiceassistant#python
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Mart Schweiger1d ago • 14 min read
Build a Voice Agent Without Pipecat or LiveKit
If you've started building a voice agent in the last year, you've hit this question fast: do I need....
#ai#voiceassistant#python#webdev
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Mart Schweiger1d ago • 8 min read
Real-Time STT Latency: What "Fast Enough" Means
Every voice agent evaluation eventually lands on the same fight: latency. Someone pulls up a...
#ai#voiceassistant#speechtotext#python
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Fabio Lauria5d ago • 10 min read
Next-generation voice assistants: why architecture matters more than the response
The most common piece of advice when comparing next-generation voice assistants is also the least...
#alexa#gemini#architecture#voiceassistant
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