AI Token Usage & Security Monitor

A monitoring tool that tracks API token usage, prevents token leaks, and optimizes spending for teams using AI coding agents. Solves the problem of expensive token burns and exposed API keys in AI-generated code.

As AI coding agents like Cursor, Copilot, and Devin become standard in engineering teams, uncontrolled token spend and accidental API key exposure in generated code are real, recurring pain points that currently have no dedicated tooling — no clear incumbent owns this space. The closest substitutes are general secret-scanning tools like GitGuardian or cost dashboards from the AI providers themselves, neither of which is purpose-built for the agent workflow context. At $1k–5k/mo, the math works if you can land teams rather than individuals, since a single runaway agent loop can burn hundreds of dollars in an afternoon, making the ROI conversation easy. The biggest risk is that the major AI coding platforms — Anthropic, OpenAI, or the IDE players — ship native spend controls and secret redaction directly into their products, collapsing the problem before a standalone tool can build meaningful retention.