Your engineers are shipping context to Claude, GPT, etc. System prompts, tool definitions, code, knowledge bases. Some of that probably has secrets in it. API keys, passwords, tokens. Stuff that should never leave your firewall.
Most teams have no idea. We measure this and it's the fastest way to get an engineering leader's attention.
What secrets are you accidentally sharing with your AI providers?
Oberhahn connects activity and cost across Claude Code, Codex, Cursor, Copilot, and internal agents to the projects, features, and issues they contribute to, creating an organizational memory that survives changes in models, tools, and employees.
