Decoupling Telephony from the AI Monolith: The Siphon ArchitectureIf you are an engineer tasked with building a real-time voice agent, you usually face a grim choice: stitch together raw SIP trunks, WebRTC bridges, and VAD algorithms yourself (taking months), or surMay 3 · 2 min readblog.blackdwarf.in
How We Built a Telephony AI Framework That Eliminates 90% of Voice Infrastructure ComplexityMost developers underestimate how hard voice AI actually is. To build a production-ready calling agent, you need to integrate: – SIP signaling – Real-time audio streaming – Speech-to-text – LLM orchesApr 2 · 2 min readblog.blackdwarf.in
Build a 24/7 AI Receptionist in 15 Mins (Python + Google Calendar)Voice AI demos are cool, but they usually fail at one thing: doing actual work. Today, I'm sharing how to build a production-ready Dental Clinic Receptionist that actually checks a real Google Calendar and books appointments over the phone. We'll use...Feb 1 · 4 min readblog.blackdwarf.in
We Open-Sourced Our AI Calling Framework (So You Don't Waste 2-3 Months)Three months.That’s how long many teams spend building telephony infrastructure before writing a single line of actual conversation logic for an AI voice agent. Not because the AI was hard.Because telephony is brutal. Today, we’re open-sourcing the s...Jan 17 · 3 min readblog.blackdwarf.in
