🚀 Feat: enhance Kubernetes CI/CD pipeline with comprehensive Azure AK… by 7SH7 · Pull Request #17 · smart-factory-team/multi-agent

7SH7 · 2025-08-12T06:38:55Z

Add complete Kubernetes manifests (service, ingress, hpa, configmap, namespace, pvc)
Update CI/CD workflow with detailed Korean comments and comprehensive deployment steps
Add Azure Container Registry integration and AKS deployment automation
Create comprehensive GitHub Secrets documentation for production deployment
Support AWS RDS MySQL database integration with proper connection handling
Add auto-scaling, health checks, and production-ready security configurations
Include automated PR review system with detailed test and security reporting

Summary by CodeRabbit

스타일
- 코드의 불필요한 공백을 정리해 가독성과 일관성을 개선했습니다. 기능 동작에는 변화가 없습니다.
작업(Chores)
- 백엔드 구성(데이터베이스 연결 관련) 설정 값이 갱신되었습니다. 사용자 인터페이스, 성능, 보안 동작에는 영향이 없으나 배포/설정 시 관련 자격정보를 확인해야 합니다.

…S deployment - Add complete Kubernetes manifests (service, ingress, hpa, configmap, namespace, pvc) - Update CI/CD workflow with detailed Korean comments and comprehensive deployment steps - Add Azure Container Registry integration and AKS deployment automation - Create comprehensive GitHub Secrets documentation for production deployment - Support AWS RDS MySQL database integration with proper connection handling - Add auto-scaling, health checks, and production-ready security configurations - Include automated PR review system with detailed test and security reporting 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>

coderabbitai · 2025-08-12T06:39:02Z

Walkthrough

utils/database.py에서 import 문과 DatabaseManager 클래스 선언 사이의 불필요한 빈 줄을 제거했고, k8s/configmap.yaml의 ConfigMap 데이터에서 MYSQL_DATABASE 값을 "multichat"에서 "chatbot"으로, MYSQL_USER 값을 "root"에서 "agriculMan"으로 변경했습니다. 공개 API 시그니처 변경은 없습니다.

Changes

Cohort / File(s)	Change Summary
스타일/포매팅 정리 `utils/database.py`	import 문과 `DatabaseManager` 클래스 선언 사이의 불필요한 빈 줄 제거; 기능적 변화 없음
Kubernetes 설정 업데이트 `k8s/configmap.yaml`	ConfigMap `smart-factory-config`의 데이터 업데이트: `MYSQL_DATABASE` `"multichat"` → `"chatbot"`, `MYSQL_USER` `"root"` → `"agriculMan"`

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~8 minutes

Poem

당근 한 토막, 깃에 톡—
한 줄 비우고 나니 코드는 콧노래,
설정 바꿔 새 이름 불러주고,
토끼 발자국으로 커밋 찍었네 🐇
작지만 반짝, 레포는 환해졌어.

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github-actions · 2025-08-12T06:40:20Z

🤖 Multi-Agent Smart Factory Code Review (Kubernetes Ready)

📊 Overall Test Results:

⚠️ Some issues found - Please review before deployment

🧪 Test Results:

❌ Quality checks failed

No tests found
Lint check: Passed ✅

🔒 Security Scan Results:

No security issues found ✅

🚀 Kubernetes Deployment Info:

⚠️ Checks failed - Fix issues before AKS deployment
- 🧪 Code quality issues need resolution

☸️ Kubernetes Features:

Auto-scaling: HPA configured for dynamic scaling
Health checks: Liveness and readiness probes
Secrets management: Secure API key injection
Service discovery: Internal service networking
Ingress: External access configuration

🔍 Latest Updates:

PRESS_HOLE_DETECTION: New hole detection system
Bounding Box Analysis: Statistical analysis based on 6,697 samples
Issue Codes: PRESS-HOLE-{SEVERITY}-{HOLE_CLASS}-MISSING-{DATETIME}
Multi-hole Detection: PRESS-HOLE-{SEVERITY}-MULTI-MISSING-{DATETIME}

🤖 This review was automatically generated by GitHub Actions.
📋 Check detailed logs in Actions tab.

coderabbitai

Actionable comments posted: 1

🧹 Nitpick comments (2)

k8s/configmap.yaml (2)
19-19: YAMLLint: 끝 공백(trailing space) 제거 필요

정적 분석 힌트에 나온 대로 Line 19 끝의 공백으로 인해 린트 에러가 발생합니다. 제거해 주세요.
-  # Database Configuration (non-sensitive) 
+  # Database Configuration (non-sensitive)
16-18: CORS 와일드카드(*)는 운영 보안에 과도함 — 허용 도메인으로 제한 권장

PR 목표가 “운영 보안 구성” 강화인 만큼, 운영에서는 ALLOWED_ORIGINS의 와일드카드 사용을 지양하고 구체 도메인(들)로 제한하는 것을 권장합니다. CI에서 환경별로 주입 가능하면 더 좋습니다.
-  ALLOWED_ORIGINS: "*"
+  # 쉼표 구분으로 여러 도메인 지원(애플리케이션 파서가 리스트를 처리하는지 검증 필요)
+  ALLOWED_ORIGINS: "https://your-prod-domain.com,https://www.your-prod-domain.com"

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between b7bae8c and bcc757e.

📒 Files selected for processing (1)

k8s/configmap.yaml (1 hunks)

🧰 Additional context used

🪛 YAMLlint (1.37.1)

k8s/configmap.yaml

[error] 19-19: trailing spaces

(trailing-spaces)

coderabbitai · 2025-08-12T07:17:45Z

k8s/configmap.yaml

+  MYSQL_DATABASE: "chatbot"
+  MYSQL_USER: "agriculMan"


💡 Verification agent

🧩 Analysis chain

DB 스키마/사용자 값 변경에 따른 호환성·권한 검증 필요

MYSQL_DATABASE를 chatbot으로, MYSQL_USER를 agriculMan으로 변경했습니다. 아래 항목을 반드시 확인해 주세요.

애플리케이션 코드에서 해당 ENV 값으로 접속하는지(os.getenv 등) 일치 여부

AKS 배포 매니페스트(Deployment 등)가 이 ConfigMap을 참조하고 있는지

RDS MySQL에 chatbot 스키마가 존재하고, agriculMan 사용자에게 최소 필요한 권한이 부여됐는지

관련 Secret에 MYSQL_PASSWORD가 agriculMan 기준으로 존재/매핑되는지

필요 시 점검을 자동화할 수 있도록 스크립트를 첨부합니다.

참고로 RDS에 스키마/사용자 생성과 권한 부여가 필요하다면(운영 환경에서 실행 주의):

CREATE DATABASE IF NOT EXISTS chatbot DEFAULT CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci; CREATE USER IF NOT EXISTS 'agriculMan'@'%' IDENTIFIED BY '<<STRONG_PASSWORD>>'; GRANT ALL PRIVILEGES ON chatbot.* TO 'agriculMan'@'%'; FLUSH PRIVILEGES;

🏁 Script executed:

#!/bin/bash set -euo pipefail echo "== grep ENV 사용처 점검 ==" rg -n -S $'MYSQL_(DATABASE|USER)' -A 2 -B 2 || true echo -e "\n== K8s 매니페스트에서 ConfigMap/ENV 참조 점검 ==" rg -n -S $'smart-factory-config|envFrom:|configMapRef:' -A 3 -B 3 k8s || true echo -e "\n== Secret에서 MYSQL_PASSWORD 존재 확인 ==" fd -a -i -t f 'secret.*\.ya?ml' k8s 2>/dev/null | xargs -I{} sh -c 'echo "--- {} ---"; rg -n -S "MYSQL_PASSWORD|mysql.*password" {} || true' echo -e "\n== 코드에서 DB ENV 키 사용 점검 (utils/database.py 등) ==" rg -n -S $'MYSQL_(DATABASE|USER|PASSWORD)|DB_NAME|DB_USER' -A 2 -B 2 || true

Length of output: 8481

DB ENV 키 정합성 및 권한 검증 필요

애플리케이션 설정(config/settings.py 등)은 DB_NAME/DB_USERNAME 환경변수를 사용하고 있지만, 현재 ConfigMap에는 MYSQL_DATABASE/MYSQL_USER만 정의되어 있어 변경한 값이 실제 코드에 반영되지 않습니다. 반드시 아래 항목을 확인·수정해 주세요.

k8s/configmap.yaml
• 기존
MYSQL_DATABASE: "chatbot" MYSQL_USER: "agriculMan"
• 수정 예시 (DB_* 키로 일치시키거나, 코드에서 MYSQL_* 를 사용하도록 변경)
DB_NAME: "chatbot" DB_USERNAME: "agriculMan"

k8s/deployment.yaml
• envFrom: configMapRef: smart-factory-config를 통해 올바른 키(DB_NAME, DB_USERNAME 또는 MYSQL_*)가 주입되는지 검증

RDS MySQL
• chatbot 스키마가 생성되어 있는지
• agriculMan 사용자에게 필요한 최소 권한(SELECT, INSERT, UPDATE 등)이 부여됐는지 확인

k8s Secret (smart-factory-secrets)
• agriculMan 계정 접속용 MYSQL_PASSWORD (또는 DB_PASSWORD) 키가 존재하고 올바르게 매핑됐는지 검증

필요 시 아래 스크립트를 참고해 자동화 검증을 추가하세요.

🤖 Prompt for AI Agents

In k8s/configmap.yaml around lines 20-21, the ConfigMap keys (MYSQL_DATABASE, MYSQL_USER) don’t match the application’s expected env vars (DB_NAME, DB_USERNAME), causing settings to be ignored; update the keys in k8s/configmap.yaml to DB_NAME and DB_USERNAME (or change app to read MYSQL_*), then verify k8s/deployment.yaml uses envFrom: configMapRef: smart-factory-config so the correct keys are injected, ensure k8s/secret smart-factory-secrets contains the corresponding DB_PASSWORD or MYSQL_PASSWORD key, and confirm the RDS has the chatbot schema and agriculMan user has required privileges.

🐛 Fix: solve err

bcc757e

coderabbitai bot reviewed Aug 12, 2025

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7SH7 merged commit 6f025f9 into main Aug 12, 2025
6 of 9 checks passed

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🚀 Feat: enhance Kubernetes CI/CD pipeline with comprehensive Azure AK…#17

🚀 Feat: enhance Kubernetes CI/CD pipeline with comprehensive Azure AK…#17
7SH7 merged 2 commits intomainfrom
feat/8/deploy

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🤖 Multi-Agent Smart Factory Code Review (Kubernetes Ready)

📊 Overall Test Results:

🧪 Test Results:

🔒 Security Scan Results:

🚀 Kubernetes Deployment Info:

☸️ Kubernetes Features:

🔍 Latest Updates:

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