A fresh session forgets the quality for this team.
Karl-Gustav Kallasmaa, Founder
A fresh session forgets the quality: A fresh session forgets whether yesterday's work passed. Kovnor remembers it for the team: every pass, fail and approval stays on the agent's record and in the project. Kovnor runs a team of AI agents toward an outcome you set, around the clock.
A fresh session forgets whether yesterday's result passed. It will sound just as sure. People hear the certainty and re-explain the standard, which means the standard lived in the person. Write the pass and the fail against the address. The next session can be new and the project can still remember. Quality that resets every morning is not quality. It is a speech you give again. The record is how you stop giving it.
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 remembers what happened in the project. A standard explained in a side chat is lost.
Questions
What does Kovnor do about a fresh session forgets the quality?
A fresh session forgets whether yesterday's work passed. Kovnor remembers it for the team: every pass, fail and approval stays on the agent's record and in the project. A fresh session forgets whether yesterday's result passed.
What does Kovnor not do here?
Kovnor remembers what happened in the project. A standard explained in a side chat is lost.
Who is A fresh session forgets the quality for?
A team that wants a fresh session forgets the quality 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
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.