@rauchg: Security will become a larger and larger function in software companies. Security is verification engineering (eg: “my …

X AI KOLs Timeline News

Summary

Guillermo Rauch argues security will grow into a core function of software companies, framing it as verification engineering and capital allocation amid increasingly sophisticated AI-driven threats, presenting both a trust challenge for small startups and a major investment opportunity in the cybersecurity space.

Security will become a larger and larger function in software companies. Security is verification engineering (eg: “my code is probably memory-safe”), as well as capital allocation (“what surface should I throw most tokens at?”) For startups, it’s a challenge and opportunity. As the world’s paranoia grows given ever-more-sophisticated AI adversaries, how can you trust a 2-person-and-a-dog company? But conversely, given the dire state of global cybersecurity and increasing reliance on centralization, as always, there’re vast areas that small teams can now disrupt that I’m excited to invest in.
Original Article
View Cached Full Text

Cached at: 10/03/26, 11:06 PM

Security will become a larger and larger function in software companies. Security is verification engineering (eg: “my code is probably memory-safe”), as well as capital allocation (“what surface should I throw most tokens at?”)

For startups, it’s a challenge and opportunity. As the world’s paranoia grows given ever-more-sophisticated AI adversaries, how can you trust a 2-person-and-a-dog company?

But conversely, given the dire state of global cybersecurity and increasing reliance on centralization, as always, there’re vast areas that small teams can now disrupt that I’m excited to invest in.

Similar Articles

@JoshARosen: https://x.com/JoshARosen/status/2105694949438075117

X AI KOLs Timeline

Josh Rosen outlines emerging architectural patterns for the 'agentic security stack' as software development becomes fully agentic — securing the agent worker itself, frontier labs building security agents (OpenAI Codex Security, Claude Code), and vendors embedding security directly into coding-agent loops via MCP, hooks, and skills.