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GuardianKane Dashboard Makes AI Agent Testing Gaps Visible in Real Time

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GuardianKane, originally a terminal-based code verification hook, has been rebuilt with a visual dashboard running at localhost:4173 to give developers deeper insight into what an AI agent has touched during development. The dashboard features four tabs — Code graph, Memory graph, PRD graph, and Kane activity — along with a chat panel, all drawing data from small JSON files written by hooks into a hidden project directory. A key metric surfaced by the PRD graph highlights the gap between designed tests and proven ones: while 100% of acceptance criteria have a test designed for them, only 53% have actually passed in a browser. Touch edges, recorded silently since the original hackathon version, power the code graph by mapping exactly which files an agent modified per task. A minor bug was also discovered during the writeup — GuardianKane's own installed files appear in the project graph by default, a flaw the team plans to fix by enabling automatic exclusion.

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