Signature Project

AI-Powered
CI/CD Pipeline

An intelligent support-to-deployment pipeline that automates the entire bug lifecycle — from customer report to production release. AI chatbot triages issues, AI agents diagnose and fix code, QA validates, and changes deploy automatically.

AI Agent GitHub Actions Claude Telegram Bot Docker

Screenshots

Chatbot receiving bug report
LINE Chatbot — Bug report triage & auto issue creation
GitHub Project board
GitHub Project — STG Deploy → QA Pass → Done (39 completed)
GitHub Actions deploy
GitHub Actions — Auto deploy to dev on merge (4m 8s)

Pipeline Flow

Customer Report

Chatbot / LINE

↓

Auto Git Issue

Triage + Label

↓

AI Agent Fix

Diagnose + PR

↓

QA Validate

Auto Test

↓

Auto Deploy

Production

Key Features

Intelligent Issue Triage

AI chatbot receives bug reports from customers via LINE or web, classifies severity, and automatically creates labeled GitHub issues with reproduction steps.

AI Code Remediation

AI agent reads the codebase, diagnoses the root cause, writes a fix, creates a pull request with proper tests, and requests review — all automatically.

Automated QA Gate

Runs test suites, linting, and type checking on every PR. Only passes to deployment when all quality gates are met. Reports failures back to the AI agent for retry.

Zero-Touch Deployment

After QA passes, merges to main and triggers Docker build + deploy to production via Coolify. Telegram notifications at every stage for human oversight.

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