A task title is not a specification for this team.
Karl-Gustav Kallasmaa, Founder
A task title is not a specification: A title tells an agent which job to open, not what done looks like. Kovnor's lead agent turns the outcome you set into tasks that name the output, the inputs and what sends work back. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
A title tells an agent which job to open. It does not say what the output must contain, which inputs are fair to use, or which errors should send the work back. Teams pass titles along and then discover they were solving different jobs. Write done-criteria into the project before the first agent starts, and grade later handoffs against that record.
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
The lead agent works from the outcome and what you told it. A constraint only you know still has to be said.
Questions
What does Kovnor do about a task title is not a specification?
A title tells an agent which job to open, not what done looks like. Kovnor's lead agent turns the outcome you set into tasks that name the output, the inputs and what sends work back. A title tells an agent which job to open.
What does Kovnor not do here?
The lead agent works from the outcome and what you told it. A constraint only you know still has to be said.
Who is A task title is not a specification for?
A team that wants a task title is not a specification 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.