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Experiential Labs

Инструменты разработчика ИИ
Инструменты продуктивности ИИ

Open source AI gateway that routes your traffic, cuts costs and helps you build better models.

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Обзор Experiential Labs

Experiential Labs is a Rust-based gateway that sits between your application and AI providers. It helps dev teams manage keys, monitor spend, and improve model performance in one place. By watching your traffic, it suggests better models and caching strategies to save money. You can use it as a hosted service or run the open source code on your own infrastructure. It effectively turns your API logs into a dataset for training custom, faster models.

Главные функции

Unified API

Connect every major AI model through a single endpoint.

Zero markup

Pay the exact provider price for every token.

Traffic analysis

Get real-time insights into spending by agent, user or model.

Smart caching

Automatically boost performance and slash costs for repeated requests.

Custom fine-tuning

Train models on your own workflow data for better results.

Плюсы и минусы

Преимущества

  • Open source and self-hostable
  • No extra fees on top of provider costs
  • Detailed observability dashboard
  • Easy integration with Cursor and Claude Code

Недостатки

  • Requires technical setup for self-hosting
  • Learning curve for advanced optimization features

Для кого и как использовать?

Cost control

Set hard usage caps per agent or team to keep your bill predictable.

Model migration

Swap between providers like Anthropic or OpenAI without changing your codebase.

Self-hosting

Route traffic to your own GPUs alongside third-party API providers.

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