future-agi

⚠️ Nightly release for early testing. Expect rough edges. Stable version coming out soon — please open an issue if you hit anything.

# AI Agents hallucinate. Fix it faster. **The open-source platform for shipping self-improving AI agents.** Evaluations, tracing, simulations, guardrails, gateway, optimization. Everything runs on one platform and one feedback loop, from first prototype to live deployment.

Try Cloud (Free) · Self-Host · Docs · Blog · Discord · Discussions

Why Future AGI?

Most AI agents fail in production, and teams end up stitching together evals, observability, and guardrails that never close the loop. Future AGI collapses all of it into one platform and one feedback loop. Simulate edge cases before launch, evaluate what happens in production, protect users in real time, and turn every trace into signal for the next version. The result: agents that don't just get monitored, they self-improve.

🚀 Quickstart (60 seconds)

Two ways, depending on how much you want to install:

The self-host path requires Docker Desktop or Docker Engine with Docker Compose available before running the installer.

# Sign up free:
#   app.futureagi.com

pip install ai-evaluation

# macOS / Linux / WSL
git clone https://github.com/future-agi/future-agi.git
cd future-agi
./bin/install

# Windows (PowerShell)
git clone https://github.com/future-agi/future-agi.git
cd future-agi
.\bin\install.ps1

Instrument your first agent

from fi_instrumentation import register
from traceai_openai import OpenAIInstrumentor

register(project_name="my-agent")
OpenAIInstrumentor().instrument()

# Your existing OpenAI code is now traced.
response = client.chat.completions.create(
    model="gpt-4o",
    messages=[{"role": "user", "content": query}],
)

import { register } from "@traceai/fi-core";
import { OpenAIInstrumentation } from "@traceai/openai";

register({ projectName: "my-agent" });
new OpenAIInstrumentation().instrument();

// Your existing OpenAI code is now traced.
const response = await openai.chat.completions.create({
  model: "gpt-4o",
  messages: [{ role: "user", content: query }],
});

_{Full docs → · Cookbooks → · API reference →}

Core features

Six pillars. Each one replaces a tool you probably have.

Deployment options

Architecture

Every arrow is an open, documented interface: OpenTelemetry OTLP for traces, OpenAI-compatible HTTP for the gateway, Postgres / ClickHouse SQL for storage. Drop in your own stack at any layer.

Runtime: Python 3.11+ (Django 5.1 + Channels) · Go 1.23+ (gateway) · React 18 + Vite · Node 20+. Data: PostgreSQL (metadata) · ClickHouse (spans + time-series) · Redis (state) · RabbitMQ + Temporal (jobs).

SDKs & integrations

Future AGI is an open-source ecosystem — each SDK is independently usable, independently packaged, Apache/MIT-licensed.

Client libraries

Integrations

_{Full integrations catalog →}

How Future AGI compares

_{Based on publicly-documented features as of April 2026. Corrections welcome — open a PR.}

Built for every kind of agent

• Customer Support: Ship support AI that customers actually trust
• Voice Agents: Test, evaluate, and improve voice AI end-to-end
• Internal Tools: AI copilots your whole org can rely on
• RAG & Search: Every answer grounded, every citation verified
• Autonomous Agents: Multi-step agents you can actually trust in production
• Computer-Use Agents (CUA): Agents that click with confidence
• Coding Agents: AI that writes code you can actually ship

Roadmap

Vote on the public roadmap → · GitHub Discussions · Releases · Changelog

🤝 Contributing

We love contributions — bug fixes, new evaluators, framework integrations, docs, examples, anything.

1. Browse good first issue
2. Read the Contributing Guide
3. Say hi on Discord or Discussions
4. Sign the CLA on your first PR (automatic bot)

🌍 Community & support

Telemetry

Self-hosted Future AGI collects deployment telemetry to help us size release testing and understand feature adoption. No trace data, no prompts, no API keys, ever.

What is collected: - Registration (once, on first boot): instance ID, version, deployment type, and the email addresses and domains of active admin users. - Heartbeat (periodic): anonymous aggregate usage counts.

Set FUTURE_AGI_TELEMETRY_DISABLED=1 in .env (or deploy/.env.production for the production overlay) to opt out. When disabled the instance still sends a single minimal census ping — instance ID, version, deployment type, no emails — once after the first start, and no heartbeats. The ping lets us count how many self-hosted installs are out there; turn networking off at the edge if you need full silence.

⭐ Star history

📄 License

Future AGI is licensed under the Apache License 2.0. See LICENSE and NOTICE.

You own your evaluation logic and your data. Inspect every evaluator, every prompt, every trace — no black-box scoring, no vendor lock-in.