A clearer view of AI.
Subscribe

WEEKLY NEWSLETTER

The AI Insider

A weekly round-up of the AI tools worth your time, and the hype to ignore.

Unsubscribe at any time using the link in each newsletter.

THE INDEPENDENT AI.

COMMUNITY PICK · 4 NOVEMBER 2026

Mistral shows 133 agents finding and fixing a real security bug

4 November 2026, 12:11 · 2 sources · Curated by Sara Simeone

Mistral posted a demo of its open model Large 4 running 133 agents on Django, a popular web framework. The agents mapped the code, hunted for flaws, tested attack scenarios and confirmed a recent known vulnerability, then the model wrote the patch. The video is sped up 90 times. Separately, Large 4 joined Open Math OS, a shared research workspace for mathematicians and AI agents built only on open models.

Why it mattersIt is a concrete picture of agent teams doing security triage on code you can self-host, but it is Mistral's own demo on a bug that was already public. Treat it as a sign of what's possible, not proof it will find new flaws in your app.

Curated by Sara Simeone as part of our human editorial coverage. The original sources are linked below; curation is distinct from a Hype or Fact? assessment.

Sources

Related AI tools

SHARE THISPost on X ↗Share on LinkedIn ↗

How we knowCompany figures are labelled as their own claims; anything we couldn't verify is labelled as a report or a claim.

MORE FROM 4 NOVEMBER 2026

  1. FROM THE COMMUNITYCloudflare's open security-audit skill turns coding agents into bug hunters
  2. FROM THE COMMUNITYGemini API computer use tool is now generally available
  3. FROM THE COMMUNITYCloudflare shows sites which personal AI agents visit, and lets them block each one
  4. FROM THE COMMUNITYPhone Harness lets AI agents drive cloud iPhones and Androids
  5. FROM THE COMMUNITYMoonshot releases Kimi K3.1 Pro open weights
  6. FROM THE COMMUNITYSupermemory launches a 'memory teammate' Bot for Grok Bot, and explains Grok Bot's memory limits
All community picks ↗