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Agentic AI Operation

Role: DevOps & SRE Manager

  • AI
  • Python
  • Kubernetes
  • Agentic Frameworks

Studied and implemented AI Agents to accelerate DevOps and SRE team operations, with the following main focus areas:

  • SRE Troubleshoot: Agent to perform pre-assessment of alerts sent to the team, analyzing logs, metrics, and traces. Reduced team escalations.
  • Task Refinement: Provided additional context and information for tasks to be executed by the team, improving activity planning, reducing delivery time, and better aligning requirements with stakeholders.
  • Management Reports: Daily operations, projects, and delivery performance reports. Improved visibility and insights into team performance and operational improvement areas.
  • Auto Code Review: Specialized agents for code review focusing on different areas (cost, performance, security, and best practices), elevating delivery quality and reducing rework and review time by other collaborators. Key Outcomes:
  • Reduced alert escalations to on-call teams
  • Improved delivery planning and time-to-market
  • Better operational visibility and insights
  • Elevated code quality and reduced review cycles