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kovnor

A chart without the work cannot teach for this team.

Karl-Gustav Kallasmaa, Founder

A chart without the work cannot teach: Kovnor puts the outcome number and the checked work on the same timeline, so you learn which work to repeat instead of inventing a story from a line. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.

Looking at a line and inventing the story is the default meeting. The antidote is the list of checked tasks in the same window of time, including tasks that passed and changed nothing visible. A chart alone cannot teach which work to repeat. A log alone cannot teach whether the number cared. Keep them adjacent and resist the sentence that picks a hero task.

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 pick a hero task. That judgment stays with you.

Questions

What does Kovnor do about a chart without the work cannot teach?

Kovnor puts the outcome number and the checked work on the same timeline, so you learn which work to repeat instead of inventing a story from a line. Looking at a line and inventing the story is the default meeting.

What does Kovnor not do here?

Kovnor will not pick a hero task. That judgment stays with you.

Who is A chart without the work cannot teach for?

A team that wants a chart without the work cannot teach 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.