OpsPulse ingests alert payloads from monitoring systems and leverages Gemini 3.5 to parse logs, query infrastructure health via agentic tool-use, and generate actionable root-cause analysis reports. The solution implements automated step-by-step diagnostic workflows via the Google GenAI SDK and stores incident history and agent run logs in Google Cloud Firestore.
Google Technologies Used:
AI Model: Gemini 3.5 Pro (via Google GenAI SDK / Vertex AI)
Agent Framework: Google GenAI SDK (with Tool Calling & Structured Outputs)
Google Cloud Infrastructure: Google Cloud Run (Hosting & API endpoints), Google Cloud Firestore (State & Incident Store)
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