{"repo":"SkySingh04/TracePR","free":true,"listed":false,"github":"https://github.com/SkySingh04/TracePR","clone":"git clone https://github.com/SkySingh04/TracePR.git","description":"AI-powered tool that analyzes PRs using AI to provide observability recommendations, create dashboards, and manage alerts","language":"Go","stars":24,"topics":["ai","ci-cd","datadog","github-actions","golang","grafana","llm","monitoring-automation","otel","prometheus"],"license":"MIT","category":"analytics","readme_excerpt":"TracePR - AI-Powered PR Observability and Analysis Tool TracePR is an AI-powered tool that analyzes GitHub pull requests using Claude AI to provide observability recommendations, create dashboards, and manage alerts. It helps improve code quality and observability standards in your projects by suggesting improvements for logging, metrics, tracing, and event tracking. Demo Videos: Github Integration Demo on Python PR: https://github.com/user-attachments/assets/89e10a08-7b7e-4c46-af3c-4991662f9ab5 CLI Demo on Typescript PR: https://github.com/user-attachments/assets/8c0e29c9-ad53-4d40-806c-c4824e259ce6 Table of Contents - Project Overview - Features - Project Structure - Installation - Usage - Check Command - Dashboard Command - Alerts Command - Chat Command - Configuration - Environment Variables - Command-line Flags - CI/CD Integration - Monitoring Integrations - Grafana - Amplitude - Prometheus - Datadog - How TracePR Works - Prompt Engineering - Response Parsing - Git Diff Generation - Architecture - Requirements - Troubleshooting - Contributing - License Project Overview TracePR analyzes pull requests to identify missing or inadequate observability instrumentation and suggests improvements. It leverages Claude AI to provide context-aware recommendations based on code changes and product requirements. The tool can automatically generate dashboards and alerts based on the analysis, and can be integrated into CI/CD pipelines for automated feedback. Features Observability Anal","default_branch":null,"files":null,"tree":[],"storefront":"/r/SkySingh04","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SkySingh04/TracePR/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}