Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems

arXiv 2605.27492•138fdc6085c081dad18d6c6bdb780d289ceb274483690cefd1f94f9738a4cd7a
ARMetaDeltaMCPGUI agentsKimi K2.5 model evaluation','provenance tracking','SOURCETRACKERLLM agentsMCPModel Context ProtocolOpenAPIPlay2CodePlaytestArenaRAMPREST API testingRouterTool Forgeaccessibility repairagentic systemscredential bindingsgame generationincremental regenerationmetamorphic testingproduction systemsruntime evaluationsandbox validationtoolchain governanceweb accessibility

Paper metadata

arXiv ID
2605.27492
Version
Not specified by this published record
Category
Computer Science — Software Engineering (cs.SE)

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Evidence and limitations

Source ID
arxiv_cs_se
Record identifier
138fdc6085c081dad18d6c6bdb780d289ceb274483690cefd1f94f9738a4cd7a
Enrichment time
2026-05-28T08:51:55Z
AI-assisted enrichment
Yes

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