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The Subconscious Inference System consists of three core components:
  • The API Gateway, which handles agent traffic, authentication, routing, API keys, and usage controls.
  • The Inference Runtime, which drives Subconscious’s agent-native, compute-efficiency advantages.
  • The Distribution Platform, which manages software delivery, versioning, updates, and assisted self-managed deployment.

API Gateway

The API Gateway is the customer-facing entry point for coding-agent traffic. It runs in the customer-controlled environment and it handles things like:
  • End-user API requests from coding agents and SDK clients.
  • Load balancing.
  • OpenAI- and Anthropic-compatible gateway endpoints.
  • Model routing to the Inference Runtime or external model endpoints.
  • User and API key management.
  • Access controls, limits, and usage tracking.
  • Runtime observability, readiness, and operational dashboards.
See API Gateway.

Inference Runtime

The Inference Runtime is the GPU-backed execution layer that gives the Subconscious Inference System its efficiency advantage. It runs on customer-provided GPUs and is tuned for coding-agent workloads. It handles things like:
  • Model execution on customer GPU resources.
  • Cache behavior for agent workloads.
  • Batching and scheduling.
  • GPU utilization improvements.
  • Serving more coding-agent workload per GPU.
See Inference Runtime.

Distribution Platform

The Distribution Platform is powered by Distr, a purpose-built software distribution platform for companies shipping software into customer-controlled environments. It helps deliver:
  • Licensed artifacts.
  • Deployment instructions.
  • Updates and patches.
  • Release metadata.
  • Vulnerability reports.
  • Customer-specific deployment workflows.
See Distribution Platform.