ai

testing
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May 15, 2026
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7 min read
Convergence Mechanisms: Confidence in the Age of Agentic EngineeringHow to structure your coding-agent harness around requirements, contracts, and feedback loops
testing
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The Contract Your Test Didn’t Mean to SignOn scope, promises, mechanics, and the hidden entropy in E2E test suites
Ábel Énekes
testing
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When Change Becomes Cheaper Than CommitmentAI, entropy, and the illusion of convergence in modern software
Ábel Énekes

ai

Convergence Mechanisms: Confidence in the Age of Agentic Engineering

The Contract Your Test Didn’t Mean to Sign

When Change Becomes Cheaper Than Commitment

Ábel Énekes