This interactive system is a live diagnosis engine – solving real system log errors with smart logic and fast detection. It combines system error awareness, chained detection, variant handling and human-style feedback
Diagnose Pipeline Log
📘 Tool Description & How To Use The Diagnosis Engine
🧠 What This Engine Is:
This is a client-side, JavaScript-powered, real-time CI/CD log diagnostic engine. It reads raw deployment logs and produces a smart, human-readable summary - no server, no AI backend, no internet required.
✅ Purpose:
To help developers understand why a deployment or CI workflow failed and provide solutions on how to fix it. The engine identifies familiar DevOps problems from a wide range of tools and services, including:
🧠 Crash Reports, stack traces, and system-level exits
🔧 How to Use This Tool
Open your DevOps platform or CI/CD system (e.g., GitHub Actions, GitLab CI, Jenkins).
Locate the failed job or pipeline run you want to diagnose.
Copy the full error log or console output from the terminal, dashboard, or log viewer.
Return here and paste the log into the textarea labeled “Paste your log here…”.
Click the 🔍 Diagnose button.
Wait a few seconds while the engine scans and analyzes the pasted content.
Review the smart, structured diagnosis that appears below the buttons - including possible causes and suggestions.
Use the 📋 Copy or 💾 Download buttons to store the result or the 🧹 Clear button, to start over.
💡 Tip: You can paste logs from Docker, Git, Yarn, Webpack, or any other dev tool. The engine will match known patterns, troubleshoot and return targeted advice.
🔍 What the Diagnosis Tool Does:
Log Analysis: Scans your pasted log using layered detection patterns.
Error Awareness: Detects regular system failure patterns like “port already in use”, “token missing”, or “permission denied”.
Chained Detection: Multiple rules can trigger on a single log, enabling layered feedback and smart diagnosis.
Human-Style Feedback: Instead of dumping raw matches, it returns precise bug causes and actionable advice.
Intelligence: Designed to behave like a lightweight AI assistant - but all in JavaScript logic.
🧪 How It Works Under the Hood:
This diagnosis engine runs entirely in-browser - no servers and no AI API calls. It operates using regex intelligence combined with natural string analysis and logical phrasing heuristics in troubleshooting and providing solutions to real system errors.
Contact me if you want me to build a customized version for you that detects and troubleshoot more log types (e.g., Python stack traces, Nginx / Apache logs, SQL errors, DB logs, Framework-specific errors like 'React', 'Laravel', 'Django' and much more.)