200 Bugs/Week/Engineer: How We Rebuilt Trail of Bits Around AI

Name: 200 Bugs/Week/Engineer: How We Rebuilt Trail of Bits Around AI
Duration: 20 min
Description: Guido put numbers on something the industry has been handwaving for two years. 15 to 200 bugs per week per engineer is not a marketing claim — it's a measurement from a firm that's had 14 years to calibrate what bug detection actually looks like. The organizational change management framework is unexpectedly the most technically credible part of the talk.

Dan Guido

[un]prompted 2026 — AI Security Practitioner Conference · Day 2 · 1

AI review

Guido put numbers on something the industry has been handwaving for two years. 15 to 200 bugs per week per engineer is not a marketing claim — it's a measurement from a firm that's had 14 years to calibrate what bug detection actually looks like. The organizational change management framework is unexpectedly the most technically credible part of the talk.

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