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arXiv9h ago
5.0

AutomationBench

Daniel Shepard, Robin Salimans

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
agentsautomationbenchmarkingapi

Opportunity Brief

Build an open-source evaluation suite for cross-application agents that tests API discovery and policy adherence. This fills a gap in enterprise-grade agent testing which currently lacks standardized environments for multi-app workflows.

Suggested repo: auto-bench

"Stop testing agents with chatbots; start testing them with real business workflows."

Estimated effort: 80h