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kovnor

A changed spec needs a new version for this team.

Karl-Gustav Kallasmaa, Founder

A changed spec needs a new version: When the job changes mid-way, Kovnor's lead agent updates the plan for the whole team and the reviewer checks new work against the new brief, not the old one. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

Jobs change after work has started. If the new intent silently replaces the old done-criteria, earlier work is graded against a test it was never given. Keep the prior version, say what changed, and restart the check against the new text. Agents should not be blamed for missing a constraint that was added after they finished.

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

Work finished before the change was checked against the brief it was given.

Questions

What does Kovnor do about a changed spec needs a new version?

When the job changes mid-way, Kovnor's lead agent updates the plan for the whole team and the reviewer checks new work against the new brief, not the old one. Jobs change after work has started.

What does Kovnor not do here?

Work finished before the change was checked against the brief it was given.

Who is A changed spec needs a new version for?

A team that wants a changed spec needs a new version 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.