Writing & Notes

Three critical security failures converged in a single week: stolen cloud secrets at Railway, an unauthenticated parser exploit in PHP, and broken entropy at a major Certifying Authority.

Training captured the headlines and venture budgets for years. Now, test-time compute, agentic loops, and memory bandwidth limits have flipped the entire economic equation.