Solve it once. The whole team reuses it.
Share a verified network across your team. The first developer pays the full reasoning cost to solve and verify a task; everyone — and every agent — after that reuses the capsule instead of regenerating it. The saving compounds with every reuse, and you can see it.
Shared network
Approved solutions become team capsules. New members inherit the whole team's verified knowledge on day one.
Governed reuse
Licence policies, member roles and explicit approval gate what enters the team scope. Publication is never automatic.
Honest analytics
A shared dashboard reports tokens avoided and value saved — with cash, allowance and compute kept separate, never conflated.
What your team stops re-paying for
Estimate the monthly saving across your developers. Categories stay separate — cash, allowance and compute value are not the same thing.
Team token maxing
Per-request savings multiplied by your team's monthly reuse. Cash, allowance and compute value are reported separately — they are not the same thing.
- 1,000
- Reuses / month
- 67,510,000
- Tokens saved / month
- $1018.95
- Est. cost avoided / month
- 73.38%
- Reduction / request
Estimate only. Actual savings depend on hit quality, prompt caching and live pricing.
Compounding, not one-off
A snippet you paste helps one developer once. A verified capsule helps the next hundred. The more your team works, the more of its everyday tasks are already solved — so the marginal cost of the next feature keeps falling instead of resetting to zero every time.
Need private deployment and policy controls? See enterprise →