I’ve spent the last six months working on a startup, building agent prototypes for one of the largest consumer packaged goods companies in the world. As part of that work, our team relied on off-the-shelf voice agent platforms to help the company operate more effectively. Though I can’t go into the business details, the technical takeaway was clear: voice agents are powerful, and there are brilliant off-the-shelf abstractions like Vapi and ElevenLabs that make spinning up voice agents a breeze. But: these abstractions also hide a surprising amount of complexity.
To get even more radical: I often think unexpected errors should completely crash the program. It’s disruptive in the short term, but I find crashes make software feel more reliable in the long run. You’re more likely to hear about these problems from annoyed users—if not your own testing.
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