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kovnor

How unchecked agent work piles up for this team.

Karl-Gustav Kallasmaa, Founder

How unchecked agent work piles up: Unchecked agent work piles up into a layer nobody can explain. Kovnor stops the pile at the source: a reviewer agent checks every piece before it counts, and work that fails goes back. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

Unchecked work piles up as merged guesses. Each one is small. Together they are a layer nobody can explain. The next agent treats that layer as ground truth and builds on it. Now the check you skipped is load-bearing. This is not a quality slogan. It is how a week of unverified finishes becomes a month of repairs. Stop the pile by refusing to count a finish that has not met its criteria. Repairs are more expensive than a no.

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

The reviewer catches what the task names. A constraint nobody wrote down can still slip through.

Questions

What does Kovnor do about how unchecked agent work piles up?

Unchecked agent work piles up into a layer nobody can explain. Kovnor stops the pile at the source: a reviewer agent checks every piece before it counts, and work that fails goes back. Unchecked work piles up as merged guesses.

What does Kovnor not do here?

The reviewer catches what the task names. A constraint nobody wrote down can still slip through.

Who is How unchecked agent work piles up for?

A team that wants how unchecked agent work piles up 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.