What is specification failure for a team that runs agents.
What is specification failure: A specification failure is work that followed the words and missed the job. Kovnor starts from an outcome you can count, so the lead agent writes tasks that serve the number, not just the words. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
A specification failure is work that followed the words and missed the job. The artifact matches a thin or contradictory spec, the check passes those words, and the person who needed the outcome still sends it back. The failure sits in the spec, not only in the agent. A tighter spec names the artifact, the out-of-scope list, and the bar. Without those, a later argument has nothing to point at.
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.
How specification failure shows up in Kovnor
If a task is thin, the reviewer can only pass thin work. Kovnor's lead agent asks you when the outcome or the reader is unclear, before the team builds on it.
What specification failure is not
Waiting on you does not repair a spec. Someone has to rewrite the bar.
Questions
How does specification failure show up in the product?
If a task is thin, the reviewer can only pass thin work. Kovnor's lead agent asks you when the outcome or the reader is unclear, before the team builds on it.
What is specification failure not?
Waiting on you does not repair a spec. Someone has to rewrite the bar.
Why does specification failure matter for an outcome?
A specification failure is work that followed the words and missed the job. Kovnor starts from an outcome you can count, so the lead agent writes tasks that serve the number, not just the words.
Related
- What is stale briefWhat is stale brief. A stale brief is a task whose facts have moved. In Kovnor the outcome number is read fresh on a schedule, and the lead agent updates the…
- What is missing acceptance barWhat is missing acceptance bar. A missing acceptance bar means nobody wrote what good enough is.
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.