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Vigil: Proactive Agent for On-Call Support

Vigil: Proactive Agent for On-Call Support
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📄Read original on ArXiv AI
#proactive-agents#self-improvement#aiopsvigilvigilvolcano-enginebytedance

💡Deployed proactive LLM agent with self-improvement in prod – open source!

⚡ 30-Second TL;DR

What Changed

Proactive assistance without explicit invocation during human-involved support

Why It Matters

Vigil reduces workload on support analysts in large-scale cloud platforms by providing seamless proactive help. Its self-improvement loop enables ongoing capability enhancements without manual intervention. Open-sourcing accelerates adoption in enterprise AI ops.

What To Do Next

Clone the Vigil GitHub repo and test its proactive integration in your support workflow.

Who should care:Developers & AI Engineers

Key Points

  • Proactive assistance without explicit invocation during human-involved support
  • Continuous self-improvement from human-resolved cases
  • Deployed on Volcano Engine for 10+ months with proven effectiveness
  • Open-sourced at https://github.com/volcengine/veaiops
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