Reading up on CrowdStrike

Claude Security public beta lets Enterprise customers scan code for vulnerabilities and generate targeted patches using Opus 4.7, with integrations across partner platforms.

Software stocks fell sharply on Monday, extending a weeks-long selloff as investors worry about the threat posed by artificial intelligence.

The article presents a framework predicting software company survival in the AI era based on switching costs and compounding value, dividing firms into durable, time-buying, and eroding segments.

Operational knowledge earned by surviving surprises in coupled, shifting systems ('scar tissue') is the only durable competitive advantage when AI makes building any software essentially free.

Code review catches mostly style issues, not production bugs, costing a typical 80-engineer firm $3.6M annually while preventing few real incidents.