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UID:pretalx-orangecon-2026-7A8GNZ@pretalx.com
DTSTART:20260604T112000Z
DTEND:20260604T115000Z
DESCRIPTION:this talk presents the story of some (semi-related) side projec
 ts that disappeared into\nthe freezer until the speaker (and the rest of t
 he world) got slightly redpilled on the\nwhole agentic engineering thing.\
 n\nin this talk we'll show you how a single engineer built a semi-autonomo
 us system for\nautomatic vulnerability discovery and exploitation aimed at
  networked (consumer) electronics\nin only a few months\, assisted by an u
 nhealthy amount of vibemaxxing and caffeine.\n\neveryone can start claude 
 and point it at a network device and ask it nicely to find some\nnovel new
  zerodays. but that doesn't scale and will likely give subpar results. wha
 t if we\nwant to hack 20 devices in parallel? how do we compete with the b
 ig dogs who have access to Mythos?\nhow you do keep track of findings/usef
 ul nuggets of information?  how do we sandbox our agents?\nhow do we (atte
 mpt to) minimize our operational cost? and why the hell was a 3d printer u
 sed\nextensively during this research?!\n\nThese and many more questions w
 ill be answered during the talk.\n\nIt doesn't matter whether you enjoy (e
 mbedded) security research\, LLM hypetrains\, building things\nor just bre
 aking things\; there's something for everyone in this talk!
DTSTAMP:20260525T192724Z
LOCATION:Track 2
SUMMARY:0days on a Shoestring: Breaking Embedded Systems with LLMs and Junk
  Hardware - Peter Geissler
URL:https://pretalx.com/orangecon-2026/talk/7A8GNZ/
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