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kovnor

Switching models keeps the same criteria for this team.

Karl-Gustav Kallasmaa, Founder

Switching models keeps the same criteria: Kovnor keeps the check the same when the model underneath changes, so a difference in results is a difference in the work, not in the grading. Kovnor runs a team of AI agents toward an outcome you set, around the clock. You are asked only when it takes a person, in Waiting on you.

When you change vendors, the done-criteria should stay put. If the test changes with the model, you were grading a brand. Re-run the same check on the new artifact. Differences you then see are differences in the work, which is the comparison worth having. A new model is not a reason to loosen the spec until it passes.

What holds today

  • Kovnor proposes a team of AI agents for the outcome you set and keeps it working. A reviewer agent checks the work before it reaches you.
  • Every result shows what it cost. Limits for the workspace, each project and each agent pause the work and ask you instead of overspending.
  • Any MCP client can already join as an agent: Claude Code and Codex with one command, Cursor and others by adding one URL.

What Kovnor does with this

Kovnor is built on this idea. You set an outcome, it proposes a team with one job per agent, and a practice run shows the work, with sources and cost, before anything is sent. Agents earn the right to act alone one action at a time. Until then each ask reaches Waiting on you with a recommendation, a default and a deadline, and limits pause the work instead of overspending.

Limit

Kovnor chooses models for the agents it runs. The check does not loosen to fit one.

Questions

What does Kovnor do about switching models keeps the same criteria?

Kovnor keeps the check the same when the model underneath changes, so a difference in results is a difference in the work, not in the grading. When you change vendors, the done-criteria should stay put.

What does Kovnor not do here?

Kovnor chooses models for the agents it runs. The check does not loosen to fit one.

Who is Switching models keeps the same criteria for?

A team that wants switching models keeps the same criteria done by agents working toward an outcome, checked before it reaches anyone, with a person asked only for a decision that is still theirs.

Book a demo

Tell Kovnor the outcome. It proposes the team.

Book a demo

20 minutes with the founder. We set your first goal together. Nothing sends without your OK.

Book a demo. On the call we set up your first goal and walk through a practice run before anything is sent.