{"id":50482079,"url":"https://github.com/jojocoder28/watchdog","last_synced_at":"2026-06-01T18:03:24.818Z","repository":{"id":356730010,"uuid":"1232942535","full_name":"jojocoder28/watchdog","owner":"jojocoder28","description":"Intelligent Observability \u0026 Event Watchdog for logs","archived":false,"fork":false,"pushed_at":"2026-05-09T12:10:56.000Z","size":5788,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-09T14:25:18.520Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jojocoder28.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-08T12:35:06.000Z","updated_at":"2026-05-09T12:11:00.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/jojocoder28/watchdog","commit_stats":null,"previous_names":["jojocoder28/watchdog"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/jojocoder28/watchdog","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jojocoder28%2Fwatchdog","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jojocoder28%2Fwatchdog/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jojocoder28%2Fwatchdog/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jojocoder28%2Fwatchdog/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jojocoder28","download_url":"https://codeload.github.com/jojocoder28/watchdog/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jojocoder28%2Fwatchdog/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33786956,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-01T02:00:06.963Z","response_time":115,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-01T18:03:24.084Z","updated_at":"2026-06-01T18:03:24.813Z","avatar_url":"https://github.com/jojocoder28.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Watchdog: Intelligent Observability Platform\n\nAn enterprise-grade SRE observability platform with Apple-inspired design, automated anomaly detection, and Gemini-powered incident analysis.\n\n## Features 🚀\n\n- 💎 **Apple-Grade UI**: High-fidelity glassmorphism dashboard with fluid motion design and dark mode.\n- 🧠 **AI-Powered Insights**: Automated incident summarization and root cause analysis using Gemini 2.5 Flash.\n- 🔍 **Smart Ingestion**: Multi-format log parsing (.log, .csv, .json) with automated deduplication.\n- 📈 **Anomaly Engine**: Multi-method detection (Thresholds, Z-Score, and Isolation Forest ML).\n- 🔔 **Multi-Channel Alerts**: Simulated webhook dispatchers for Slack, Discord, and Email with exponential backoff.\n- 🐳 **Docker Ready**: Fully containerized setup with multi-stage builds and Nginx reverse proxy.\n\n## Tech Stack 🛠️\n\n| Component | Technology |\n| :--- | :--- |\n| **Frontend** | React 18, TypeScript, Vite, Tailwind CSS v4, TanStack Query, Recharts |\n| **Backend** | FastAPI, SQLAlchemy, Pydantic v2, Python 3.11 |\n| **AI/ML** | Google Gemini 2.5 Flash, Scikit-Learn (Isolation Forest) |\n| **Database** | SQLite (Production-ready with Docker volumes) |\n| **DevOps** | Docker, Docker Compose, Nginx, Makefile |\n\n## Prerequisites 📋\n\n- Docker \u0026 Docker Compose\n- Node.js 18+ (for local development)\n- Python 3.11+ (for local development)\n- Google Gemini API Key\n\n## Quick Start (Docker) 🐳\n\n1. **Clone the repository**\n2. **Setup environment**\n   ```bash\n   cp .env.example .env\n   # Add your GEMINI_API_KEY to .env\n   ```\n3. **Spin up the platform**\n   ```bash\n   docker-compose up -d\n   ```\n4. **Access the platform**\n   - Frontend: `http://localhost:3000`\n   - Backend API: `http://localhost:8000/docs`\n\n## Local Development Setup 💻\n\n### Backend\n```bash\ncd backend\npython -m venv venv\nsource venv/bin/activate  # venv\\Scripts\\activate on Windows\npip install -r requirements.txt\nuvicorn main:app --reload\n```\n\n### Frontend\n```bash\ncd frontend\nnpm install\nnpm run dev\n```\n\n## Default Credentials 🔐\n\n- **Operative Account**: Create any account via the /register page.\n- **Admin Access**: Role-based access is available for SRE, DevOps, and Lead roles.\n\n## Screenshot Placeholders 📸\n\n![Dashboard Overview](https://via.placeholder.com/1200x600/0a0a0f/ffffff?text=Watchdog+Dashboard+Overview)\n![Incident Triage](https://via.placeholder.com/1200x600/0a0a0f/ffffff?text=AI+Powered+Incident+Analysis)\n\n## Project Structure 📁\n\n```text\n├── backend/            # FastAPI source code\n├── frontend/           # React + TypeScript source code\n├── docs/               # Detailed documentation\n├── dataset/            # SQLite storage and simulated emails\n├── docker/             # Nginx and container configs\n└── docker-compose.yml  # Orchestration\n```\n\n## License 📄\n\nMIT License - Copyright (c) 2026 Watchdog Team\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjojocoder28%2Fwatchdog","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjojocoder28%2Fwatchdog","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjojocoder28%2Fwatchdog/lists"}