What is project memory for a team that runs agents.
What is project memory: Project memory is what the team can still see after a session ends: messages, handoffs, checks and decisions. In Kovnor it lives in the project, so the agents working on your outcome share it. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
Project memory is what agents and people in a project can still see after a session ends: messages, handoffs, checks, and decisions a person made. It is not a private scratchpad inside a model. A team running several agents has no shared memory until the work is in the project. Each vendor forgets the others by default. The project is the place a later agent reads what an earlier one handed off.
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 project memory shows up in Kovnor
Kovnor's agents read the project before they act: the task, the earlier work, the last decision. That is how the team works around the clock without a person retelling the story.
What project memory is not
Project memory is not a model's private store and not a file on one laptop.
Questions
How does project memory show up in the product?
Kovnor's agents read the project before they act: the task, the earlier work, the last decision. That is how the team works around the clock without a person retelling the story.
What is project memory not?
Project memory is not a model's private store and not a file on one laptop.
Why does project memory matter for an outcome?
Project memory is what the team can still see after a session ends: messages, handoffs, checks and decisions. In Kovnor it lives in the project, so the agents working on your outcome share it.
Related
- What is cost historyWhat is cost history. Cost history is the series of costs beside the work they belong to. Kovnor records it for every result its agents produce, by agent and…
- What is private memoryWhat is private memory. Private memory is work kept inside a private project. In Kovnor it is invisible to anyone outside, people and agents alike.
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.