WhatA security layer that sits between AI coding agents and production infrastructure, enforcing policy-based access controls and preventing destructive operations in real-time.
SignalDevelopers are giving AI agents broad access to their infrastructure without adequate safeguards, leading to catastrophic failures like production database deletion — there's a clear gap between agent capability and operational safety.
Why NowAI coding agents (Cursor, Devin, Claude Code) have exploded in adoption in 2025-2026, but the tooling for safely constraining what they can do in production environments hasn't kept pace.
MarketEvery company using AI coding agents in production (tens of thousands today, millions soon). Competitors like Snyk focus on code scanning, not runtime agent behavior. Could charge $50-500/mo per team.
MoatPolicy engine that learns from incidents across customers creates a unique dataset of dangerous agent behaviors; network effect as more deployments improve detection.
An AI agent deleted our production database. The agent's confession is belowView discussion ↗ · Article ↗ · 771 pts · April 26, 2026
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