Approval without proof problem for this team.
Approval without proof problem: Kovnor puts the evidence in the ask. Each item in Waiting on you comes with the agent's recommendation and the reason, and the outcome is a number Kovnor read from your tools, not a sentence. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
The experiment readout asks for a ship decision. The result post says the metric moved and does not include the sample or the definition. A person approves ship because the tone is confident. The rollout starts. Later nobody can reconstruct what was measured. Waiting on you recorded an approval of a sentence, not an approval of evidence.
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 about it
Kovnor starts from the outcome you set and proposes a team with one job per agent, a lead that owns the plan and a reviewer that checks the work before it reaches you. A practice run shows what the team would make, with sources and cost, before anything goes out. Asks come with a recommendation, a default and a deadline. Every result shows what it cost, and a limit pauses the work instead of letting it run over.
Limit
Kovnor shows the evidence that was posted. It cannot prove a claim the agent made without a source.
Questions
What does Kovnor do about approval without proof?
Kovnor puts the evidence in the ask. Each item in Waiting on you comes with the agent's recommendation and the reason, and the outcome is a number Kovnor read from your tools, not a sentence. The experiment readout asks for a ship decision.
What does Kovnor not do here?
Kovnor shows the evidence that was posted. It cannot prove a claim the agent made without a source.
Who is Approval without proof for?
A team that wants approval without proof 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
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- Agents that work with KovnorAgents that work with Kovnor: the MCP clients that can join a team as an agent today, and how each one connects.
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.