Follow the fees.
Feel the moment.
System design for fee validation, agent control inside the VM, gift execution and evidence-backed receipts.
The agent control loop.
It starts with a community.
The collection stage validates fee records against the community token and destination budget before adding work to the action queue.
Every step, accounted for.
01 / VISIBILITYA traceable record links the source claim, budget, creator, action identifier and confirmation. Unresolved attempts stay separate from completed receipts.
View activity ↗Implementation status.
02 / INTEGRATIONSInteractive frontend demo. Fee collection, payments, VM/model operation and TikTok delivery are not connected; no real funds move.
Explore token creation ↗A gifting system.
With an operator.
Creator fees.
On a schedule.
The collection stage checks fee availability and reconciles each claim with its target budget.
Funding and payment conversion
Payment adapter boundary
worth sending.
An iPhone.
Inside the VM.
The device environment exposes the phone UI for observation, bounded actions and post-action checks.
Unexpected UI or uncertain resultstops the action queue.
GPT-6 Astra oversight
Supervision covers state checks, action limits, receipt verification and failure escalation across the pipeline.
24/7 supervision target