A measurement and judgment layer for AI systems. It organizes evaluations and quality reports to support human review and the development of assistants.
Response evaluation
Human review
Subscription content
04
Satwake / Briefing BTC
Published editions
Operational reading of the BTC Futures market, with editions in an authenticated area. Plan-based access separates recent reading from available history and downloadable artifacts.
Member area
Plan-based access
Auditable artifacts
Operational preparation material. Not investment advice.
Robson interface from main, with synthetic data in a local environment.
Capture revision: ldamasio/robson · main · 0cef339View code excerpt rust
robson-domain/src/policy.rsLines
225–237
let cap = self.risk_per_trade_amount(capital_base);
if cap <= Decimal::ZERO {
return false;
}
let charge = if planned_risk <= Decimal::ZERO {
cap
} else {
planned_risk
};
if charge > cap {
return false;
}
self.remaining_budget(capital_base, budget_consumed, latent_risk) >= charge
Implementation capabilities
Engineering for paid content platforms.
Publishing, identity and payments form the architecture of a paid content platform. Within the Engineering Partnership, the agreed roadmap defines the integrations and implementation responsibilities.
01
Publish
Content organized in a CMS, with files held in private storage.
Collection · Editions · Files
02
Manage access
Identity, plans and payments connected to each user’s permissions.
Account · Subscription · Permissions
03
Deliver
A member area with reading and downloads authorized on the server.
Sovereign infrastructure. Explicit decisions about data.
The architecture treats user data sovereignty as a requirement to define: hosting, permissions, export formats and recovery become part of the partnership roadmap and acceptance criteria.
Infrastructure control
Define who operates hosting and storage and which external services participate in the solution.
Access control
Design permissions and isolation so each user can access only authorized content.
Planned portability
Define export formats, retention and recovery before implementation, according to user requirements.
Blockchain, metaverse and AI
Development paths for content platforms within RBX’s B2B strategy. Each can enter the Engineering Partnership roadmap according to the business model and user requirements.
Blockchain and provenance
Verifiable records of content origin and integrity, connected to identity and access rules. Private content and personal data remain off-chain, with their own storage and permissions.
Metaverse and immersive environments
Virtual spaces and 3D experiences for learning, events and communities, integrated with the platform’s identity and subscription system.
AI in the experience
Contextual assistants, content discovery and text or voice interaction to personalize the experience, with consent, access control and quality evaluation.
Data sovereignty depends on the whole system: storage, key management, permissions and portability. Blockchain contributes verifiable records; the scope of each integration is defined and validated within the partnership.
Implementation references
The Portal and member area inform these technical capabilities. The references below describe the mechanisms; the content subscription and engineering partnership are separate engagements.
RBX Portal
Project tracking with controlled access
Modules, risks, roadmaps and evidence in an authenticated area. Each person can access the projects for which they have permission.
Satwake / Briefing BTC
Content with subscription access
Editions, available history and artifacts in a member area. The public presentation describes plans and content access.
An ongoing product engineering partnership, with an agreed roadmap, responsibilities and acceptance criteria. Architecture, implementation and operations enter the scope according to the context.
R$8,000/month · 16
monthly hours of technical capacity