How to shrink the review pile for this team.
Karl-Gustav Kallasmaa, Founder
How to shrink the review pile: Kovnor shrinks the review pile by checking work before it reaches you. Agents settle what a check can settle, and you get a short list of decisions, each with a recommendation and a default. Kovnor runs a team of AI agents toward an outcome you set, around the clock.
Shrink the pile by removing reads that are not decisions. Write the check first. Let agents settle what the check can settle. Send a person only the row where the check cannot say yes or no. Order that row by what is blocked, not by which window blinked. Two people can share the queue if they do not both answer. The pile shrinks when the spec gets sharper, not when you read faster.
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 sharper task makes a shorter list. Kovnor cannot make a vague task specific on its own.
Questions
What does Kovnor do about how to shrink the review pile?
Kovnor shrinks the review pile by checking work before it reaches you. Agents settle what a check can settle, and you get a short list of decisions, each with a recommendation and a default. Shrink the pile by removing reads that are not decisions.
What does Kovnor not do here?
A sharper task makes a shorter list. Kovnor cannot make a vague task specific on its own.
Who is How to shrink the review pile for?
A team that wants how to shrink the review pile 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 acceptance barWhat is acceptance bar. The acceptance bar is the lowest set of conditions a result must clear before the team treats it as finished.
- 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.