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Validate GitHub Configurations with GPT-4o-mini and Log Issues to Sheets and Slack

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Created by: Rahul Joshi || rahul08

Rahul Joshi

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Last update 2 days ago

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📊 Description

Ensure your GitHub repositories stay configuration-accurate and documentation-compliant with this intelligent AI-powered validation workflow. 🤖
This automation monitors repository updates, compares configuration files against documentation references, detects inconsistencies, and alerts your team instantly—streamlining DevOps and compliance reviews. ⚡

What This Template Does

  • Step 1: Triggers automatically on GitHub push or pull_request events. 🔄
  • Step 2: Fetches both configuration files (config/app-config.json and faq-config.json) from the repository. 📂
  • Step 3: Uses GPT-4o-mini to compare configurations and detect mismatches, missing keys, or deprecated fields. 🧠
  • Step 4: Categorizes issues by severity—critical, high, medium, or low—and generates actionable recommendations. 🚨
  • Step 5: Logs all discrepancies to Google Sheets for tracking and audit purposes. 📑
  • Step 6: Sends Slack alerts summarizing key issues and linking to the full report. 💬

Key Benefits

✅ Prevents production incidents due to config drift
✅ Ensures documentation stays in sync with code changes
✅ Reduces manual review effort with AI-driven validation
✅ Improves team response with Slack-based alerts
✅ Maintains audit logs for compliance and traceability

Features

  • Real-time GitHub webhook integration
  • AI-powered config comparison using GPT-4o-mini
  • Severity-based issue classification
  • Automated Google Sheets logging
  • Slack alerts with detailed issue context
  • Error handling for malformed JSON or parsing issues

Requirements

  • GitHub OAuth2 credentials with repo and webhook permissions
  • OpenAI API key (GPT-4o-mini or compatible model)
  • Google Sheets OAuth2 credentials
  • Slack API token with chat:write permissions

Target Audience

  • DevOps teams ensuring consistent configuration across environments
  • Engineering leads maintaining documentation accuracy
  • QA and Compliance teams tracking configuration changes and risks

Setup Instructions

  • Create GitHub OAuth2 credentials and enable webhook access.
  • Connect your OpenAI API key under credentials.
  • Add your Google Sheets and Slack integrations.
  • Update file paths (config/app-config.json and faq-config.json) if your repo uses different names.
  • Activate the workflow — it will start validating on every push or PR. 🚀