#Coding Agents

An enterprise-grade control layer on top of coding agents, keeping engineers in control without giving up the speed of auto-approval.

SaaS is dead, and vibe coding killed it from within. Why today's coding agents are built for vibe coders, not the software engineers who actually pay for them.

A Russian-language cybercrime thread shows attackers fragmenting malicious work across models and accounts to slip past per-request AI controls — and fearing the one thing that defeats it: correlation across behavior, identity, and context.

Coding agents introduce a new class of risk: the gap between what a user authorized and what the agent actually did. Why your existing controls miss it, and how to govern intent instead of just actions.

Most teams still talk about coding agents as if they're just LLMs that write code. That misses the real security picture.