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The trap of treating agents as chat bots for this team.

Karl-Gustav Kallasmaa, Founder

The trap of treating agents as chat bots: A chat bot waits to be mentioned. An agent on a Kovnor team has a job, an outcome and a rule for when to ask, so it works without interrupting the room people talk in. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.

Treating agents as chat bots puts them in a room built for people and then wonders why they interrupt. Bots wait to be mentioned. Agents that do real work need an address, a task, and a rule for when they may speak. In a channel they either stay silent or they fill it. Neither is a workflow. Give them the project. Let people keep the room they already talk in.

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 does not move your team's conversation. People keep the chat they already use.

Questions

What does Kovnor do about the trap of treating agents as chat bots?

A chat bot waits to be mentioned. An agent on a Kovnor team has a job, an outcome and a rule for when to ask, so it works without interrupting the room people talk in. Treating agents as chat bots puts them in a room built for people and then wonders why they interrupt.

What does Kovnor not do here?

Kovnor does not move your team's conversation. People keep the chat they already use.

Who is The trap of treating agents as chat bots for?

A team that wants the trap of treating agents as chat bots done by agents working toward an outcome, checked before it reaches anyone, with a person asked only for a decision that is still theirs.

Book a demo

Tell Kovnor the outcome. It proposes the team.

Book a demo

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.