How we made Trail of Bits AI-native (so far)
Summary
Trail of Bits transformed from a company where 95% of staff resisted AI into one using 94 plugins and 84 specialized agents to find 200 bugs per week by shifting from AI-assisted (using AI as a standalone tool) to AI-native (redesigning the entire organization around AI as a core teammate). The post explains that most companies fail with AI because they don't change their workflows or systems, only distribute tools, and that psychological barriers like self-enhancing bias (overestimating our own judgment) and identity threat are the real obstacles to adoption.
Classification
Affected Vendors
Original source: https://blog.trailofbits.com/2026/03/31/how-we-made-trail-of-bits-ai-native-so-far/
First tracked: March 31, 2026 at 08:00 AM
Classified by LLM (prompt v3) · confidence: 85%