NSENS – AI decision governance with Prolog and adversarial review
Phase-gated idea validation with adversarial personas, but Prolog overhead may limit adoption.

Adversarial review gate for Claude Code when CodeRabbit and GitHub already do AI review.
Teams running AI coding agents in production
CodeRabbit · GitHub Copilot Review · Codacy
We built what we think the next generation of code review looks like. It's an adversarial, self-healing gate for coding agents that repairs the code on every run, so only clean and secure code moves forward.
Here's a short demo https://www.youtube.com/watch?v=vsq_cHoZCnk
The next agent run also starts smarter than the last thanks to a built-in memory, and because of that agent costs start to stabilize.
It's completely free while in beta. We're looking for testers doing serious agentic engineering to help shape the roadmap.
Install takes about two minutes, and you'll see your first gated review on your next agent run. Give it a spin:
npm install -g @codacy/verity-cli && verity init
Phase-gated idea validation with adversarial personas, but Prolog overhead may limit adoption.
Automated review gates that block code applies if a second agent finds critical issues.
Another AI agent orchestration layer when MCP registry already exists.
Adversarial plan review via hook injection—clever constraint on existing tools.
Multi-agent code review plugin when CodeRabbit and Cursor already do this.
AI daemon hot-patches crashes in 2 seconds—nobody's done self-healing OS like this.