How past checks change the next ask for this team.
Karl-Gustav Kallasmaa, Founder
How past checks change the next ask: In Kovnor a past check changes the next task: a constraint an agent missed is written into the next brief, and a pass earns a shorter one. Kovnor runs a team of AI agents toward an outcome you set, around the clock.
A past check should change the next ask. If the address failed a constraint, the next task names that constraint in the criteria instead of in a scolding note. If it passed, the next ask can be shorter, because the standard is already in the record. Teams that write the same essay in every prompt do not have a record. They have a ritual.
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 learns from the record, not from a scolding note in a prompt.
Questions
What does Kovnor do about how past checks change the next ask?
In Kovnor a past check changes the next task: a constraint an agent missed is written into the next brief, and a pass earns a shorter one. A past check should change the next ask.
What does Kovnor not do here?
Kovnor learns from the record, not from a scolding note in a prompt.
Who is How past checks change the next ask for?
A team that wants how past checks change the next ask 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 free stepWhat is free step. A free step is part of the work agents may finish without a person. In Kovnor drafting, researching and checking are free; posting, sending…
- AI outcome ledgerAI outcome ledger. Every project has an outcome, a number Kovnor reads from your tools on a schedule: signups from PostHog, clicks from Search Console…
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.