I Built an AI Agent Safety Net in 48 Hours — Here's Why Every Vibe Coder Needs One

If you're building AI agents with Cursor, Replit, or ChatGPT — your agent can send emails, delete data, and spend money without asking you first. I learned this the hard way. The problem I built an agent that worked great in testing. Then I realized: there's nothing stopping it from sending emails to real people with hallucinated data, processing duplicate payments, or deleting records it shouldn't touch. I looked for a simple safety layer. Everything I found was either enterprise compliance software ($$$) or required rewriting my entire agent architecture. So I built one pip install autonomica Then add one line above any function your agent can call: from autonomica import govern @govern ( agent_id = " my-bot " ) def send_email ( to , subject , body ): # your existing code — nothing changes email_api . send ( to , subject , body ) That's it. Autonomica now watches every call and decides: Risk level What happens Example 🟢 Low Goes through automatically Reading a database 🔵 Medium Goes