Provider operations

Predictable behavior under load.

Kernelwright combines model-specific qualification with a conservative operating contract for inference marketplaces and direct product integrations.

Open for provider integrations

partners@kernelwright.dev

kernelwright.dev
01

Identity

Established entity

KernelWright Systems LLC operates Kernelwright Systems at kernelwright.dev.

Published
02

Interface

Routing compatible

OpenAI-compatible chat completions, streaming, usage accounting, tools, and structured outputs.

Validated
03

Reliability

Explicit admission limit

Authenticated inference requests are bounded per minute and rejected with a standard 429 response when the declared limit is reached.

Enforced
04

Support

Direct engineering line

Integration and incident questions reach the team at support@kernelwright.dev.

Direct

Operating principle

Publish the envelope. Protect the latency.

Kernelwright publishes model-specific context, output, modality, price, and request-rate declarations. When demand exceeds the enforced request envelope, the service rejects early rather than convert excess load into unpredictable queue delay.