The open-source platform for shipping self-improving AI agents. Evaluations · Tracing · Simulations · Guardrails · Gateway · Optimization — one platform, one feedback loop.
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Most AI agents fail in production, and teams end up stitching together stack of 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 turn every trace into signal for the next version.
The result: agents that don't just get monitored — they self-improve.
Every SDK is independently usable and Apache/MIT-licensed. Drop any one into your stack.
| Repo | Install | Purpose |
|---|---|---|
| future-agi | docker compose up -d |
Main monorepo — self-hostable full 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 (GEPA, PromptWizard…) |
| simulate-sdk | pip install agent-simulate |
Voice-agent simulation via LiveKit + Silero VAD |
| agentcc | pip install agentcc |
Gateway client — 100+ LLM providers, OpenAI-compatible |
| futureagi-sdk | pip install futureagi |
Platform SDK — datasets, prompts, KB, experiments |
Truly autonomous AI won't come from bigger models. It'll come from infrastructure that lets agents learn, adapt, and improve on their own. We're building toward a world where every AI system in production gets better by itself and we're doing it in the open, because autonomy without transparency isn't progress.
- 💬 Discord — real-time help from the team and community
- 🗨️ GitHub Discussions — ideas, roadmap input, questions
- 📝 Blog — engineering + research posts
- 📺 YouTube — walkthroughs and demos
- 📊 Status — cloud uptime + incidents
We're hiring. Engineers, researchers, and designers shipping the future of reliable AI. → futureagi.com/careers
Partner with us. Building on Future AGI or want to collaborate? → [email protected]
Contribute. Bug fixes, new evaluators, framework integrations, docs — all welcome. Start with good first issue.
Building the future of AI — one dataset, one trace, one evaluation at a time.
🌐 futureagi.com · 📖 docs.futureagi.com · ☁️ app.futureagi.com · 📧 [email protected] · 🔐 [email protected]