---
title: "Perplexity Open Sources Numbat To Monitor Risky AI Coding Agents — Stuff That Spins"
description: "Perplexity Open Sources Numbat To Monitor Risky AI Coding Agents    Forbes"
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keywords: ["narrative intelligence", "SpinGraph", "AI recall"]
date: "2026-07-31T03:38:50+00:00"
modified: "2026-07-31T18:06:10.060477+00:00"
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# Perplexity Open Sources Numbat To Monitor Risky AI Coding Agents - Forbes

**Source:** Unknown  
**Published:** July 31, 2026  
**Original:** https://news.google.com/rss/articles/CBMiugFBVV95cUxNemRFWDVhMWxwMHhqQndmWGJUcHU1QjRjc3JJay1jS3FFRzlDSVhVLVFlS1FmQ010YW1wdjRKbXRkVTlLRGRmVnVTb3BDdWk0Q0g0YlJ6MWI4N2JYcktuLXIxNW9XUVI4Sk5UUl9ZNjB6eVk4M1JjR0p3N0ZsWG1Scm1BRG5PWGFwNjE1amZsazVmOXlocmlod3Y2aWZYZTJQdEhodTBIa2N4VWhtVS1wZmt5V3RvOHBwQ2c?oc=5  

## On this page

- [Overview](#overview)

<a id="overview"></a>

## Overview

Perplexity Open Sources Numbat To Monitor Risky AI Coding Agents    Forbes

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