Nathan Jones

Project · core infrastructure

Model Serving / Inference Layer

Unified model-serving interface for apps and agent systems.

Status
Integration
Runtime
Local and remote model endpoints
Systems
Router, registry, clients

Overview

Inference integration layer providing common interfaces across local and remote providers.

Technology Stack

OllamaAPI providersNode gateways

Capabilities

  • Provider abstraction
  • Fallback routes
  • Model policies

Implementation

Unified model clients + routing contracts.

Problem

Projects needed consistent model access patterns without duplicated integration logic.

Architecture

  • Client Layer
    • Apps
    • Agents
  • Inference Router
    • policy
    • fallback
    • selection
  • Model Backends
    • local models
    • remote APIs

Outcome

Lower integration friction and stronger control over latency/cost.

What's Next

  • Benchmark dashboard
  • Version pinning

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