AI Attack Exposed by Its Own Public Log Server

A one-line Telegram command launched an autonomous AI exploitation run against exposed Langflow, n8n, and Marimo instances. The agent failed most attempts due to configuration mismatches and was caught when it left a public web server broadcasting its tool calls and logs. This highlights the growing risk of AI-driven attacks and the importance of securing exposed internal tooling.