Unverified50% confidenceOpinionExact time
AgentOps is not a replacement for MLOps, but a new layer of capability stacked on top of it: model serving is still managed by MLOps, while the Harness lifecycle, sandbox policy, and trajectory tracing are taken up by AgentOps.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
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UnverifiedAgentOps is emerging as an independent engineering discipline similar to DevOps and MLOps, with Agent operation and maintenance standards gradually taking shape.79% similarUnverifiedThe AgentOps operational paradigm encompasses key elements including observability, security guardrails, version management and rollback, human-in-the-loop collaboration, and fleet orchestration.70% similarUnverifiedAgentOps赛道目前的参与者包括LangSmith、AgentOps.ai、Helicone等69% similarUnverifiedAgentOS 的自动化分为 Tasks（看板式流程）和 Goals（开放式甘特循环）两大部分67% similar
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