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AILiveFeb 2026 · Now

Kavela

Describe the outcome. Kavela builds the cloud agent.

Kavela cover
01Overview

Most AI agents die in the demo. They predict text but can't act, and the 95% that never reach production fail on the same thing: they lack a real harness. Skills, connectors, memory, a sandbox, tools, and a governed agent loop.

Kavela is the harness. You describe the outcome you want; Kavela distills it into a productionizable specification and stands up the agentic infrastructure to run it: built by you, governed by you, evaluated by you. It's the platform I wished existed while shipping agents in the wild.

02Highlights
  • Outcome-first authoring: describe the job, get a running cloud agent
  • Full agent harness: skills, connectors, memory, sandbox, tools, loop
  • A control plane designed for evaluation and governance, not just demos