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PI Recon

Lightweight AI red-teaming harness for authorized GenAI security competitions.

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PI Recon preview

PI Recon is a lightweight AI red-teaming harness for authorized agent and GenAI security competitions, running a schedule, bounded reconnaissance, validation and digest loop rather than a heavy framework, developed from practice in competitions like BCTF Agent Plus. It targets security researchers competing in authorized CTF-style AI red-teaming challenges who want a reusable thin harness instead of ad hoc scripts per competition.

Categories
SecuritySecurity Research

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Behind the summary, Matchbox keeps a richer profile of PI Recon - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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