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kovnor

Speed without a way to fail work for this team.

Karl-Gustav Kallasmaa, Founder

Speed without a way to fail work: Kovnor speeds work up only where the check already bites. The reviewer can always send work back, and an agent earns speed on one action at a time. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

Autonomy that only speeds acceptance is a conveyor. The agent must be stoppable by a failed criterion, not only by a person who happens to be watching. If the fast path cannot return work, you have shortened the review without adding a gate. Earn speed where the check already bites. Leave the rest in Waiting on you.

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 will not let an agent skip review because it is fast.

Questions

What does Kovnor do about speed without a way to fail work?

Kovnor speeds work up only where the check already bites. The reviewer can always send work back, and an agent earns speed on one action at a time. Autonomy that only speeds acceptance is a conveyor.

What does Kovnor not do here?

Kovnor will not let an agent skip review because it is fast.

Who is Speed without a way to fail work for?

A team that wants speed without a way to fail work 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.