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Detect and remediate leaked secrets from Git repos with GitHub, AWS, Jira, Slack and Claude

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Created by: Taiwo Hassan || taiwo
Taiwo Hassan

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Last update a day ago

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SecretOps, DevSecOps Real-Time Repos Secret Leak Remediation

SecretOps is an n8n security automation workflow that monitors Git push events, detects high-risk secrets in commits, and automatically responds in real time.

Unlike typical scanners that only notify, SecretOps acts immediately:

  • Revokes leaked AWS access keys
  • Creates incident tickets in Jira
  • Alerts the security team via Slack
  • Uses AI as a Security Analyst to decide the correct response

This workflow demonstrates how n8n can function as a lightweight SOAR (Security Orchestration, Automation, and Response) system for DevOps teams.


🚨 The Problem

Developers sometimes commit secrets such as:

  • AWS access keys
  • Payment processor API keys (Paystack / Stripe)
  • Database connection URLs

These leaks can result in:

  • Cloud infrastructure takeover
  • Financial theft
  • Full database compromise

Most tools detect and notify.
SecretOps detects and reacts.


🧠 How It Works

1) Git Push Webhook

SecretOps listens to repository push events from GitHub/GitLab.

2) Deterministic Secret Detection (Code Node)

A Code node scans changed files and extracts only high-impact secrets:

  • AKIA... → AWS access keys
  • sk_live_, pk_test_ → payment processor keys
  • postgres://, mongodb://, mysql://, redis:// → database URLs

3) AI Security Analyst

An AI node receives detected items and decides the correct action:

  • REVOKE_AWS_KEY
  • PAYMENT_PROCESSOR_KEY_ALERT
  • ROTATE_DB_PASSWORD
  • IGNORE_KEY

It also generates ready-to-use Jira ticket content and Slack alert messages.

4) Automated Response (Switch)

Action Automated Response
REVOKE_AWS_KEY Disable key in AWS IAM → Create Jira ticket → Send Slack alert
PAYMENT_PROCESSOR_KEY_ALERT Create Jira ticket → Send Slack alert
ROTATE_DB_PASSWORD Create Jira ticket → Send Slack alert
IGNORE_KEY End workflow

⚡ What Makes This Unique

  • Immediate containment of AWS key leaks (set to Inactive automatically)
  • AI used for decision-making, not detection
  • Built-in incident workflow for developers and security teams
  • Minimal false positives by focusing only on real, high-risk secrets
  • Shows n8n as a practical DevSecOps automation tool

🧩 Requirements

  • GitHub or GitLab webhook
  • AWS credentials with IAM permissions
  • Jira project access
  • Slack webhook or bot token
  • n8n with AI node enabled

🛡️ Real-World Impact

SecretOps turns secret leaks from a silent vulnerability into an immediate, traceable, and automated incident response — reducing the window of exploitation from hours to seconds.

Ideal for DevOps, security teams, and engineering organizations that want proactive protection without complex security tooling.