Show HN: Nightcrawler – A local AI pentesting agent running on a smartphone

Source: Github.com· NickySlicks· August 3, 2026
Show HN: Nightcrawler – A local AI pentesting agent running on a smartphone
SynaBot summary

A new open-source project called Nightcrawler enables smartphones to perform autonomous network penetration testing. The agent runs locally on the device, discovering hosts, mapping services, and identifying vulnerabilities without cloud reliance.

Key takeaways

  • Smartphone-based autonomous penetration testing agent.
  • Operates entirely locally, no cloud connection needed.
  • Discovers hosts, maps services, and finds vulnerabilities.
  • Open-source project available on GitHub.

Why it matters

This development offers a novel approach to security testing for professionals. It allows for discreet and on-the-go vulnerability assessments, potentially reducing costs and increasing the agility of security operations for businesses and individuals.

This story was reported by Github.com. Read the full original article:
Read on Github.com

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