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Future AGI Unveils AI Agent Evaluation Platform

·2026.06.12 02:30

Key point

Future AGI has unveiled an open-source AI agent evaluation and observability platform with features similar to LangSmith.

Details

Future AGI has released an open-source platform for Evaluation, Tracing, and improvement of LLM and agent applications on GitHub. It is provided under the Apache-2.0 license and is Self-hostable, allowing users to host it themselves.

The key features are as follows:

  • Tracing: Built on OpenTelemetry, it provides auto-instrumentation for frameworks like LangChain and LlamaIndex without code changes.
  • Evaluation SDK: Offers a variety of built-in checks including factual accuracy, Groundedness, toxicity, PII (personal information), jailbreak, and prompt injection detection.
  • Deterministic Checks: Deterministic verification features that run locally without a network connection let you directly examine failure paths.
  • Gateway & SDK: A gateway provided as a single Go binary enables prompt/workflow optimization and synthetic user simulation.

For the tech stack, the gateway uses Go, while the evaluation and tracing libraries are implemented with Python and TypeScript bindings.

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