future-agi vs LangSmith
Self-hostable platform for the whole agent-quality loop: tracing, evals, simulations, datasets, guardrails and an LLM gateway — one feedback loop from prototype to production. Apache 2.0. — versus — Trace, test and monitor LLM apps in production.
Same 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.
| future-agi | LangSmith | |
|---|---|---|
| Stars | 1.6k | 0 |
| Forks | 469 | — |
| Language | Python | TypeScript |
| License | Apache-2.0 | Proprietary |
| Last activity | yesterday | 1 week ago |
| Topics | evals | evals |
| Curated connections | 2 | 3 |
future-agi — the curator's take
The consolidation bet: evals + observability + guardrails + simulation in one loop instead of Langfuse-plus-four-friends, with every evaluator inspectable — no black-box scoring. When NOT: its own banner says nightly, expect rough edges — pin versions and file issues; all-in-one platforms trade each component being second-best for the loop being closed; teams already invested in a tracing stack get more from adding evals to it than migrating.
LangSmith — the curator's take
Trace, test and monitor LLM apps in production.