Why the same agent gets the same job for this team.
Karl-Gustav Kallasmaa, Founder
Why the same agent gets the same job: Kovnor gives each agent one job, and its record shows which kinds of work it passes. The same agent gets the same kind of job, because that is where it has earned trust. Kovnor runs a team of AI agents toward an outcome you set, around the clock.
The same agent should get the same kind of job when its record shows it passes that check. Variety feels fair and produces noise. The editor agent that has been checked on UI copy is a worse default for a migration than the one that has passed migrations. This is ordinary staffing. Agents make it look novel because the windows all speak well. Ignore the voice. Read the passes.
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
A new kind of job starts from scratch, with a person in the loop.
Questions
What does Kovnor do about why the same agent gets the same job?
Kovnor gives each agent one job, and its record shows which kinds of work it passes. The same agent gets the same kind of job, because that is where it has earned trust. The same agent should get the same kind of job when its record shows it passes that check.
What does Kovnor not do here?
A new kind of job starts from scratch, with a person in the loop.
Who is Why the same agent gets the same job for?
A team that wants why the same agent gets the same job 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 audit trailWhat is audit trail. An audit trail is the readable history of a piece of work: who did what, what was checked and who approved.
- 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.