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#77th of 13 in Observability

Future AGI

Tracing, evals, simulation, guardrails and an LLM gateway for AI agents

Live demo ↗ (opens in a new tab)Documentation ↗ (opens in a new tab)Website ↗ (opens in a new tab)Repository on GitHub ↗ (opens in a new tab)
Stars
2.1k
License
Apache-2.0
Last commit
Oct 2026
Last release
Oct 2026
Language
Python

Overview

Future AGI is a Django and Go platform that traces agents over OpenTelemetry, scores outputs with 50+ evaluators, simulates multi-turn conversations, and applies guardrail scanners. It also ships an OpenAI-compatible gateway with routing, caching and virtual keys, plus prompt-optimization algorithms. The default install runs one app container with Postgres and ClickHouse; a distributed Compose setup and a Helm chart cover larger deployments.

Who it is for: Teams running LLM agents who want tracing, evals and a gateway in one stack

Strengths

  • OTel tracing with instrumentors for 50+ frameworks in Python, TypeScript, Java and C#
  • Gateway is OpenAI-compatible with 100+ providers, semantic caching and virtual keys
  • Standalone install is one command and needs 2 vCPUs and 4 GB for Docker
  • Apache-2.0 core; Compose, production overlay, Helm and air-gapped modes documented

Weaknesses

  • No supported path to move Standalone data to Distributed or Helm later
  • Distributed setup needs 4+ vCPUs and 12-16 GB, plus Kafka and PeerDB
  • Many components (Postgres, ClickHouse, Redis, Temporal) make it heavy to operate
  • Benchmark figures come from the README; independent verification is unknown

What it needs

  • RAM ≥ 4 GB
  • no GPU
  • Docker + Compose
  • Needs PostgreSQL, ClickHouse, Redis, Temporal, Docker Compose v2.24+
  • Models: OpenAI-compatible providers (100+ via gateway)
  • port 3000

Also in Observability

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1LangfuseTracing, prompt management and evals for LLM apps on ClickHouse Live demo ↗ (opens in a new tab)35.6k stars, custom license74 out of 100
2PhoenixLLM tracing, evals, datasets and prompt playground built on OpenTelemetry11.8k stars, custom license74 out of 100
3promptfooCLI for evaluating and red-teaming prompts, agents and RAG25.9k stars, MIT71 out of 100
#4MLflowTracing, evals, prompt registry and AI gateway plus classic ML tracking Live demo ↗ (opens in a new tab)28.3k stars, Apache-2.070 out of 100
#5OpikTrace, evaluate and monitor LLM apps and agents, Apache-2.0 end to end22.5k stars, Apache-2.064 out of 100