Vapi launches Agent Loop: voice agents that self-improve until they hit your goal
Scobleizer · x · 2026-11-12
Voice AI platform Vapi announced Agent Loop, now in early access with a public waitlist.
- Describe the job in plain language and set a measurable goal (e.g., resolution rate, booked appointments); Composer picks models, writes prompts, and wires up tools and knowledge bases
- A recursive self-improvement loop: every call is scored against the goal, misses are clustered into issues, fixes are drafted, tested with hundreds of simulated AI callers, then A/B tested on live traffic via traffic splitting — repeating until the goal is met
- Runs as a harness on the existing Vapi platform, with primitives like Goals and Call Health coming to the dashboard, not a black box
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