Cole Medin

The Hidden Flaw of EVERY Coding Agent Now Has a Solution

Aug 30, 2026Cole Medin
SummaryAI, from the source post

This post identifies a critical flaw in current AI coding agents: they are primarily evaluated on code correctness, not on adherence to business logic and access control. It introduces Sonar's Hunter Agent as a solution, which uses playbooks to understand application requirements and verifies AI-generated code against these rules, reporting violations as standard issues in SonarQube Cloud. This shifts the focus from 'is the code wrong?' to 'does the code do what it's supposed to do, including business rules and access control?'.

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