How we made Trail of Bits AI-native (so far)

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.