Governance gets confused with observability, evaluation and security logging, because all four record what agents do. These pages set out the actual differences. Where the honest answer is that you want both, they say so.
Observability tells you what your AI did and how well. Governance tells you what it was permitted to do and proves it. Why teams need both.
6 min readLangSmith is an LLM observability and evaluation platform. Bulwark is an agent governance layer. What each is built for and when you need both.
6 min readA SIEM stores what happened. Governance records why an action was permitted. What the difference means when an auditor asks about an AI decision.
5 min read