PAO: Agent-Optimized Output for PHP Testing Tools

April 2, 2026

PAO by Nuno Maduro detects when tests run inside AI agents and converts verbose test output to compact JSON, cutting token usage by up to 99.8%.


The post PAO: Agent-Optimized Output for PHP Testing Tools appeared first on Laravel News

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