Building auditable environmental-compliance agents on Qwen Cloud — and what changed when we tested with real qwen-plus output

AgentOps Debugger is an agentic application to investigate environmental-compliance history in Peru.

The idea is simple: you ask in Spanish or English about companies regulated by OEFA, Peru’s environmental regulator, and the system retrieves public sanction records and regulatory documents, builds cited answers, drafts structured reports behind a human-approval step, and shows the complete trace of how the answer was produced.

The stack is:

Qwen qwen-plus on Qwen Cloud through DashScope’s OpenAI-compatible endpoint