CloudPulse AI is an autonomous, cloud-native Site Reliability and Operations Agent powered by Gemini 2.5 Pro and hosted on Google Cloud Platform (Vertex AI & Cloud Run). It automates root-cause analysis, system diagnostics, and operational remediations across distributed enterprise environments using iterative tool calling (ReAct framework) and multimodal data ingestion.
- Core Problem & Solution The Problem: Modern cloud architectures generate massive volumes of logs, metrics, and alerts across heterogeneous services (GKE, BigQuery, Cloud SQL). Human operators face cognitive overload, high Mean Time to Detect (MTTD), and prolonged Mean Time to Resolution (MTTR) during complex system incidents.
The Solution: CloudPulse AI acts as a 24/7 intelligent tier-1/tier-2 reliability engineer. It ingests system alerts or visual telemetry (dashboards, error screenshots), reasons step-by-step, autonomously queries system databases and infrastructure metrics, cross-references incident runbooks, and formulates verifiable diagnostic assessments.
Log in or sign up for Devpost to join the conversation.