Identity
Established entity
KernelWright Systems LLC operates Kernelwright Systems at kernelwright.dev.
Provider operations
Predictable behavior under load.
Kernelwright combines model-specific optimization with a conservative operating contract for inference marketplaces and direct product integrations.
Open for provider integrations
kernelwright.devPublished
Interface
Routing compatible
OpenAI-compatible chat completions, streaming, usage accounting, tools, and structured outputs.
Reliability
Conservative capacity
Capacity is declared from sustained measurement, with early rate limits instead of hidden queue growth.
Support
Direct engineering line
Integration and incident questions reach the team at support@kernelwright.dev.
Operating principle
Publish the envelope. Protect the latency.
Kernelwright exposes only the context, concurrency, and throughput supported by the exact model and hardware configuration. When demand exceeds that envelope, the service rejects early rather than convert excess load into unpredictable queue delay.