future-agi alternatives
Curated alternatives to future-agi — and why you'd switch.
LangSmith
Trace, test and monitor LLM apps in production.
Why switchSame job — trace, test and monitor LLM apps. LangSmith is the polished hosted incumbent tied to the LangChain orbit; Future AGI is the Apache-2.0 self-hostable that adds simulation and guardrails.
Full comparison →deepeval
Pytest for LLM apps: 40+ research-backed metrics — G-Eval, RAG suite, agent task completion, hallucination — as unit tests you run in CI, judged by any LLM including local ones.
Why switchdeepeval is the pytest-shaped primitive you wire into CI; Future AGI is the platform that wants to own the whole loop those tests live in.
Full comparison →