Convergence Mechanisms: Confidence in the Age of Agentic Engineering

Signals Are Not Guarantees - the mismatch between what e2e tests say and what they actually check

The Contract Your Test Didn’t Mean to Sign

AI, Entropy, and the Illusion of Convergence in Modern Software