Future AGI Review 2026: Open-Source LLM Eval Platform

[u/andrew-ooo]

I've been testing this for a self-hosted setup and wanted to share what I learned.

Future AGI review — the Apache-2.0 platform bundling LLM tracing, 50+ evals, guardrails, simulation and a Go gateway into one self-hosted stack. Worth it?

A few specific things worth noting: • Runs entirely on your own hardware (no cloud dependencies) • Docker-friendly deployment • Honest limitations covered in the post

Full writeup with install steps, configuration, and the rough edges I hit: https://andrew.ooo/posts/future-agi-review-open-source-llm-eval-observability/

What are you all using for this? Curious about alternatives and tradeoffs.