Startup Ideas AI

Portkey enables companies to develop, launch, maintain & iterate over their generative AI apps and features faster. It is an LLMOps platform that speeds up your development and your app.

Higress is an AI native API gateway based on Istio and Envoy, which can be extended with Wasm plugins written in Go/Rust/JS. It offers AI Gateway, MCP Server Hosting, Kubernetes ingress controller, Microservice gateway and Security gateway. Higress AI网关提供多模型灵活切换与兜底重试、大模型内容安全与合规、语义化缓存、多 API Key 均衡、Token 配额管理和限流、大模型流量灰度、调用成本审计等能力，帮助企业开发 Agent、管理LLM API.

An open-source AI gateway designed for managing multiple LLM providers such as OpenAI, Anthropic, Gemini, Ollama, Mistral, and Cohere. It offers built-in analytics, guardrails, rate limiting, caching, and administrative controls. It supports both HTTP and gRPC interfaces.

Crosshatch is an API that provides complete, real-time user context, enabling developers to build hyper-personalized applications with data users share securely and instantly. It allows users to bring their habits, history, and preferences to applications in a tap, creating personalized experiences with complete context.