Reading cost next to the work itself for this team.
Karl-Gustav Kallasmaa, Founder
Reading cost next to the work itself: In Kovnor every draft, reply and report carries what it cost. The question changes from how much did we spend to what did this piece of work cost, and was it worth it for the outcome. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
Cost beside the work changes the question from how much did we spend to what did this task report. The second question can be answered without a finance export. It will not match the invoice to the cent. It will tell you that one address reported a heavy line on a task whose criteria were thin. That is a reason to tighten the criteria, not a reason to invent a causal score. Put the number on the 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
Cost beside the work does not prove what caused a result. Kovnor shows the work and the number side by side.
Questions
What does Kovnor do about reading cost next to the work itself?
In Kovnor every draft, reply and report carries what it cost. The question changes from how much did we spend to what did this piece of work cost, and was it worth it for the outcome. Cost beside the work changes the question from how much did we spend to what did this task report.
What does Kovnor not do here?
Cost beside the work does not prove what caused a result. Kovnor shows the work and the number side by side.
Who is Reading cost next to the work itself for?
A team that wants reading cost next to the work itself done by agents working toward an outcome, checked before it reaches anyone, with a person asked only for a decision that is still theirs.
Related
- What is agent workslopWhat is agent workslop. Agent workslop is output that looks finished, arrives in volume and was never checked.
- Agent work scorecardAgent work scorecard. A scorecard sums a project's week: the outcome against its target, the work that passed review, the cost against the limit, and the…
Tell Kovnor the outcome. It proposes the team.
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.