The operating layer for your AI agents
Your agents are already capable.Make them stop starting from zero.
An operating layer between your agents and your repo.
Cardumen connects Claude Code, Codex, Cursor, OpenCode, Copilot and local models to your repository's memory, rules and real verification. It does not replace your tools. It gives them shared context and compounding learning.
7 days free · cancel whenever you want
One memory for every way you build.
Cardumen connects your projects, teams and clients around the context you already have.
All your projects, sharing the same context.
Connect your stack so every session starts further ahead.
Slide 1 of 3: performance.
Connect your projects. Reuse what already works.
Bring the login, dashboard and analytics from your other projects into this one.
The graph takes the agent straight to what matters.
Every task updates the map and reduces repeated reading.
Stop spending the session reading the same context.
Without Cardumen, context is rebuilt. With Cardumen, your tokens reach useful work.
Knowledge stays when the team changes.
The same context for product, engineering and operations.
Slide 1 of 3: context.
One team. One context.
Decisions and constraints remain available for the next task.
Standards repeat without chasing them.
Harness and scaffolding turn the way you work into a repeatable path.
Every task starts with the right history.
The graph points to dependencies and the next step.
Your patterns reach the next client.
Keep what you learn and use it in the next delivery.
Slide 1 of 3: patterns.
Each client keeps its own context.
Your factory keeps the method and reuses it with control.
See your entire operation from one place.
See token usage by project and developer, and calculate costs directly.
43% fewer tokens for the same task.
That margin lowers the cost per task, extends each subscription and helps fewer developers hit the 5-hour limit.
Make your agents perform better.Fewer tokens. Fewer errors. More work completed.
Cardumen does not replace your tools. It connects them to the same operating context.
Start for free