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kovnor

Put the output format in the specification for this team.

Karl-Gustav Kallasmaa, Founder

Put the output format in the specification: Kovnor's lead agent puts the expected shape of the output on each task, and the reviewer sends back a good answer in the wrong shape before it reaches you. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

A strong paragraph is the wrong deliverable when the next step needs a list, a diff, or a fielded record. The author did not fail at writing. The spec failed to name the shape. Put the format next to the done-criteria so a checker can reject a beautiful answer in the wrong shape. Format is part of the contract, not a preference discovered at review.

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 checks the shape the task names. An unnamed format is not checked.

Questions

What does Kovnor do about put the output format in the specification?

Kovnor's lead agent puts the expected shape of the output on each task, and the reviewer sends back a good answer in the wrong shape before it reaches you. A strong paragraph is the wrong deliverable when the next step needs a list, a diff, or a fielded record.

What does Kovnor not do here?

The reviewer checks the shape the task names. An unnamed format is not checked.

Who is Put the output format in the specification for?

A team that wants put the output format in the specification 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.