Future AGI is an open-source e2e agent engineering and optimization platform that helps you ship self-improving AI agents.
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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: simulate edge cases before launch, evaluate what happens in production, protect users in real time, and feed every trace back into the next version.
- 🧪 Simulate: thousands of multi-turn text + voice conversations against realistic personas and adversarial inputs
- 📊 Evaluate: 50+ metrics under one
evaluate()call (groundedness, tool-use, PII, custom rubrics) - 🛡️ Protect: 18 built-in guardrails + 15 vendor adapters, inline or standalone
- 👁️ Monitor: OpenTelemetry-native tracing across 50+ frameworks (LangChain, LlamaIndex, CrewAI, DSPy…)
- 🎛️ Agent Command Center: OpenAI-compatible gateway, 100+ providers, 15 routing strategies
- 🔁 Optimize: 6 prompt-optimization algorithms (GEPA, PromptWizard, ProTeGi…) that learn from production
| Repo | Install | Purpose |
|---|---|---|
| future-agi | docker compose up -d |
Main monorepo, full self-hostable platform |
| traceAI | pip install fi-instrumentation-otel |
Zero-config OTel tracing for 50+ AI frameworks |
| ai-evaluation | pip install ai-evaluation |
50+ evaluation metrics + guardrail scanners |
| agent-opt | pip install agent-opt |
6 prompt-optimization algorithms |
| simulate-sdk | pip install agent-simulate |
Voice-agent simulation (LiveKit + Silero VAD) |
| agentcc | pip install agentcc |
Gateway client, 100+ LLM providers |
See all repos →
- 💬 Discord · 🗨️ Discussions · 📝 Blog · 📺 YouTube
- 🧑💻 We're hiring → futureagi.com/careers
- 📬 Reach us → hello@futureagi.com
Apache 2.0 · Built by the Future AGI team and contributors worldwide