Find the money your AI agents are silently burning.
monk analyzes trace logs from any AI agent — LangGraph, smolagents, MemGPT, custom — and surfaces the cost leaks and behavioral failures that dashboards miss.
$ monk run ./traces/
🕵️ monk — Agentic Workflow Blind Spot Detector
Source: ./traces/ | Calls analysed: 4,610
┌────────────────────────────────────────────────────────────────────────────┐
│ 12 blind spots found · ~$118.61/day estimated waste ·… See the full description on the dataset page:
https://huggingface.co/datasets/Blueconomy/monk-benchmarks.
