AI product Open source
Experiential is an open-source gateway and router for agent workflows from Experiential Labs. Its `exp` CLI provides hosted, bring-your-own-key, local, and custom models through OpenAI-compatible and Anthropic Messages APIs, with model aliases, access controls, use-case restrictions, and spending limits for users and agents.
It can persist provider connections and configuration locally, expose API routes on loopback, and load a fitted project router as an OpenAI client through its Python interface. It collects OpenTelemetry traces from agent traffic to build simulations and optimize routing for quality, speed, and cost, and supports harness optimization, endpoint serving, model distillation, and fine-tuning an owned open-source model through Tinker. The hosted gateway is available at `api.experientiallabs.ai`; anonymous aggregate PostHog telemetry is enabled by default locally and can be disabled.
2 uses taken from transcripts — each links to the moment in the video.
A command-line tool that turns collected agent traces into continuously improving models. It supports provider registration, routing-policy tuning, endpoint serving, world-model simulations, harness optimization, and distillation.
Puts hosted, bring-your-own-key, and local models behind one OpenAI-compatible gateway, with model aliases, access controls, spending limits, and routing optimized for quality, speed, and cost.
2 in the library.