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15. SDK and CLI Tools

Resultity is developing a set of tools for developers and infrastructure contributors.
These tools include a programmatic SDK and a lightweight CLI interface — both designed to interact strictly with the platform APIs, not with individual nodes directly.

SDK Overview​

The SDK provides a typed and modular interface for:

  • Inference API access — both OpenAI-compatible and native endpoints;
  • Job submission and status polling — via Cloud API;
  • Account and balance operations — including credit top-ups and usage history;
  • Tracking of RCP earnings and testnet participation;
  • Subcloud configuration and invocation.

Planned for Python and JavaScript, with OpenAPI-generated bindings for other environments.

CLI Tool​

The CLI interacts with the platform backend, not with nodes. It allows users to:

  • Authenticate via API key or signature;
  • Submit inference jobs and retrieve responses;
  • Monitor job status and usage;
  • View RCP history and epoch stats;
  • Configure Subcloud use or model routing preferences.

All commands are routed through the centralized platform, which communicates with the node network as needed.

Design Principles​

  • Indirect control path — commands flow through platform APIs, not local node interfaces;
  • Headless-friendly — usable on servers and in automation scripts;
  • API-consistent — mirrors dashboard functionality and authorization flows;
  • Portable and minimal — cross-platform with few external dependencies.

The SDK and CLI will be published as open-source tools, documented in the onboarding guides, and kept in sync with platform API changes.