How to Integrate Continuous Penetration Testing Into Your CI/CD Pipeline

If your engineers can't see security findings in the same channel where they ship code, they will not act on them. This is the failure mode of every "pentest happens off to the side" engagement.

This guide shows how to integrate continuous penetration testing directly into your CI/CD pipeline so every production deploy triggers a delta retest, and every finding lands in Slack with a clear owner.

The three integration patterns

Pattern 1 — Deploy webhook

The simplest integration. Your platform (Vercel, Render, Heroku, Netlify) fires a webhook on every successful production deploy. The pentest provider receives the webhook, pulls the diff, and runs a targeted retest of the changed surface.

# Vercel: vercel.json
{
  "git": {
    "deploymentEnabled": { "main": true }
  }
}
# Then configure deploy-hook URL in Vercel dashboard → Git → Deploy Hooks

Pattern 2 — GitHub Actions

For tighter control, fire the retest directly from your CI:

name: Production deploy + pentest retest

on:
  push:
    branches: [main]

jobs:
  deploy:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: npm ci && npm run build
      - run: npm run deploy
      - name: Trigger pentest retest
        run: |
          curl -X POST https://api.fixmycode.pro/v1/retest \
            -H "Authorization: Bearer ${{ secrets.FIXMYCODE_TOKEN }}" \
            -d '{ "url": "https://app.example.com", "commit": "${{ github.sha }}" }'

Pattern 3 — Slack-native via the Fix My Code app

Install the Fix My Code Slack app, link your repo, and the integration handles everything. Findings post to a dedicated channel with severity, reproducer link, and a one-click "ack" button.

What to test on each deploy

Continuous testing doesn't mean retesting *everything* on every deploy — that's slow and noisy. Smart providers test the delta:

1. New endpoints introduced in the diff 2. Modified auth flows detected in the changed files 3. Updated dependencies flagged for known CVEs 4. Schema changes to user-facing inputs

The full suite runs weekly; the delta runs per deploy.

Severity routing

Set up your Slack channel to route by severity:

Severity	Channel	SLA
Critical	#sec-critical	4 hours
High	#sec-high	24 hours
Medium	#sec-findings	7 days
Low / Info	weekly digest	none

Critical findings should also page your on-call.

How to roll it out without slowing the team

Phase the rollout:

1. Week 1. Shadow mode — findings post to a private channel, no action required. 2. Week 2–3. Triage practice — engineering manager reviews each finding, drafts the response, no SLAs yet. 3. Week 4+. Live — SLAs enforced, critical findings page on-call.

This avoids the common pattern where developers feel ambushed by a new process and ignore it.

Common pitfalls

• Treating it like a scanner. Continuous pentesting requires triage. Don't expect 100% precision.
• No engineering buy-in. If engineering management isn't on board, findings will pile up.
• No retest verification. Confirm every "fixed" status — that's the value.
• Annual contract on top. Don't run both annual + continuous; the annual becomes vestigial.

Get started

If you want to see what this looks like for your app, start with our free initial audit. Three findings, ranked by severity, delivered in 3 business days. From there we can talk continuous integration patterns specific to your stack.