debug-inference

What problem does it solve?

Diagnose why OpenShell inference is failing (managed inference and external inference) by identifying root causes across gateways, providers, and network policies, enabling fast, reliable repairs.

Core Features & Use Cases

• Auto-diagnostics of managed vs external inference routes using OpenShell CLI primitives such as status, gateway info, and provider config checks
• Sandbox-based probing to verify end-to-end connectivity (curl inside a sandbox) and verify common inference endpoints
• Step-by-step workflow guidance to isolate gateway topology, configuration, and provider mismatches
• Repair guidance to reconfigure inference routes and validate results post-fix

Quick Start

Run the OpenShell inference diagnostic workflow by executing status, inference get, provider get, and a sandbox probe to confirm fixes.