Serverless GPU Errors and Rate Limits
A practical error-handling guide for validation failures, authentication errors, rate limits, timeouts, and provider failures.
Hostnot GPU engineering
GPU, AI, and infrastructure guides
Practical notes for choosing hardware, connecting safely, and building dependable AI workloads. Every guide reflects what the platform actually does today.
Showing 1–5 of 5 published articles
Serverless Model Catalog: Available Models and Capabilities
How to discover customer-visible serverless models and validate capabilities before sending requests.
Serverless GPU Inference: Getting Started
A safe first-request workflow for discovering a model, storing an API key, sending a request, and interpreting errors.
API Rate Limiting Strategies for GPU Inference
Protect inference services with bounded concurrency, per-customer budgets, backpressure, and retry-safe request handling.
OpenAI-Compatible APIs for Self-Hosted and Open Models
Compatibility is an interface contract, not a guarantee that every model, feature, or streaming behavior is available.