Framework-agnostic · Bring your stack

Use any agent framework

12 mainstream frameworks — Python and TypeScript, single-agent and multi-agent. Zapvol's runtime deploys, observes, and scales them all without forcing a rewrite.

Drop-in adoption

Wrap your existing agent with zapvol.serve — keep your framework, gain a runtime: 

# Bring your own framework — no rewrites
from langchain.agents import AgentExecutor
from zapvol import serve

agent = AgentExecutor(...)
serve(agent)  # observable + scalable + billable
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Submit framework

Mainstream frameworks 12

Deploy any agent