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Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement

A proactive agent system deployed in live on-call operations that continuously self-improves without explicit user requests—shifting support from reactive handholding to autonomous anticipation.

Tuesday, April 14, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

Research paper describing a proactive agent system deployed for on-call support operations with the ability to continuously self-improve without explicit user requests.

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