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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Agent-friendly JSON output for PHP CI tools

    A new PHP package called `waaseyaa/agent-output` has been developed to optimize AI agent interactions with PHP CI tools. This package reduces the verbose output from tools like PHPUnit and custom scripts into a single NDJSON line, significantly cutting down token costs for AI agents. It automatically detects agent runtimes and provides formatters for various PHP tools, ensuring human-readable output remains unchanged while streamlining agent comprehension. AI

    IMPACT Reduces token costs for AI agents by optimizing CI tool output, potentially lowering operational expenses for AI-assisted development workflows.