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LangSmith Alternative6 min readAugust 7, 2026

Agentis vs LangSmith: Multi-Framework Governance vs Single Ecosystem

PS
Product Strategy
Agentis Research
"LangSmith helps you debug and ship agents in the LangChain ecosystem. Agentis helps you observe agents across frameworks, enforce policy at the agent boundary, and prove what happened."

Multi-Framework vs Single Ecosystem

While LangSmith is heavily optimized for LangChain and LangGraph, modern enterprise engineering teams build with a mixture of frameworks: OpenAI Agents SDK, CrewAI, AutoGen, and raw API integrations.

Agentis is built natively on OpenTelemetry standards: - Unified Agent Registry regardless of framework. - Universal prompt versioning and SDK loading. - Cryptographically hashed audit logs for enterprise compliance.

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