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Cybersecurity · AI-driven attacks will mandate autonomous defense within two years
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AI-driven attacks will mandate autonomous defense within two years
Kevin Mandia asserts that within two years virtually all cyber attacks will be AI-driven, operating at speeds incomprehensible to humans, forcing a fundamental shift to autonomous defense s…
Customer deal velocity and happiness are the only true metrics; fundraising is a distraction
Mandia's bootstrapped Mandiant to $50M revenue and $17M EBITDA before raising; he argues the only scorecard that matters is customer count, happiness, and payment, and that excessive fundra…
AI coding agents flip engineering velocity, putting engineering ahead of marketing for first time
Mandia reports Armadin engineers are processing 100+ AI-generated commits per day via Claude, creating an unprecedented dynamic where engineering outpaces go-to-market, requiring weekly dem…