GramCode
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Usage and entitlements

GramCode is a paid product. Agent runs, builds and deployments are metered, and entitlement is checked on the backend before inference or a deploy starts.

Feature preview

Usage accounting is deterministic and auditable: the dashboard shows what was consumed, and the same records drive limits and billing. The frontend is not the enforcement point.

That protects both sides of the product - users see where capacity goes, and expensive operations cannot start from an account without an active entitlement.

Backend enforcement

Entitlement is checked before the agent or a deploy runs.

Usage visibility

Runs, builds and deployments are visible in the dashboard.

No free plan

Access is a paid subscription, with limits stated up front.

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Describe your next change.

The agent plans, writes, validates, and deploys it to Telegram.