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Overview

DevPulse is a DevOps logbook for collecting deployment logs, system alerts, and troubleshooting notes. The goal is to help a team quickly understand what happened during a failed deployment or incident by showing the raw information together with AI-generated summaries and suggested fixes.

Components​

  • Client: client/

    • Dashboard UI for developers and operators.
    • Shows logs, alerts, notes, and AI-generated insights.

  • Server microservices: services/spring-*

    • Java 25 / Spring Boot 4 services.
    • The server side is split into at least three microservices with separate responsibilities.
    • Exposes REST APIs and coordinates persistent storage and GenAI analysis.

  • GenAI: services/py-intelligence/

    • Separate Python service.
    • Produces summaries, troubleshooting hints, and possible next steps from log content.

  • Infrastructure: infra/

    • Docker Compose, Kubernetes/Kustomize manifests, Terraform, Ansible, Prometheus, and Grafana.

Basic Flow​

client sends requests to the Spring Boot services. The spring services manage logs, notes, alerts, and persistent storage. When AI analysis is needed, the client calls py-intelligence through a defined JSON/HTTP interface. The OpenAPI file in api/ is the shared API contract.