AI Agents Fail Real-World Tests: Excel Results and 90 Days of Telemetry

AI agents fail at Excel mastery: 90 days of telemetry from an open-source MCP server reveal gaps between promised and actual performance.

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The fact

Autonomous systems do not replicate human workflows with advertised efficiency.

The gap between claimed capabilities and operational execution forces teams to recalibrate expectations.

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Auto-synthesis from 1 media source · identified on April 30, 2026