Compare / vs. LangSmith

FORG vs. LangSmith

LangSmith is for tracing and evaluating LangChain-based applications. FORG governs how developers across your entire org use AI tools — no framework dependency.

FORG

Framework-agnostic developer AI governance. Works with every IDE and coding assistant your team uses, regardless of how AI is integrated in your apps.

  • No framework dependency
  • Covers all developer AI tools
  • Budget enforcement & cost control
  • Org-wide model governance

LangSmith

Debugging, testing, and monitoring platform tightly integrated with the LangChain ecosystem for AI application developers.

  • Deep LangChain integration
  • Chain and agent run visualization
  • Human annotation workflows
  • Regression testing
FeatureFORGLangSmith
IDE adapter support (Claude Code, Cursor, etc.)
No LangChain dependency
Real-time budget enforcement
Model allowlisting & org policy
Zero prompt storage
LangChain / LangGraph tracing
Agent run inspection
Annotation & feedback collection

Not using LangChain? FORG still works.

FORG observes developer AI usage regardless of how your applications are built. Framework agnostic, by design.

Try FORG free