AI agents ship bad code because they don't know what your team already decided. Memnox guards your code before agents write it; it ingests your GitHub, Slack, Discord, Linear, and Jira history into one memory and validates every AI plan against your decisions before a line is written. It also works as your proactive project expert, escalating blockers, reviewing PRs, and healing CI. Your coworker that stops bad code instead of watching it happen.